Overview

Brought to you by YData

Dataset statistics

Number of variables	47
Number of observations	69686
Missing cells	410
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	251.4 MiB
Average record size in memory	3.7 KiB

Variable types

Text	19
Categorical	17
Numeric	6
Unsupported	5

Alerts

`apartado` is highly overall correlated with `etapa_acto_apertura` and 2 other fields	High correlation
`año_apertura` is highly overall correlated with `periodo_apertura`	High correlation
`encuadre_legal` is highly overall correlated with `etapa_acto_apertura` and 6 other fields	High correlation
`etapa` is highly overall correlated with `etapa_lic`	High correlation
`etapa_acto_apertura` is highly overall correlated with `apartado` and 4 other fields	High correlation
`etapa_autorizacion_llamado` is highly overall correlated with `apartado` and 4 other fields	High correlation
`etapa_autorizacion_pliego` is highly overall correlated with `apartado` and 4 other fields	High correlation
`etapa_lic` is highly overall correlated with `etapa`	High correlation
`financiamiento_externo` is highly overall correlated with `encuadre_legal` and 1 other fields	High correlation
`genera_recursos` is highly overall correlated with `encuadre_legal` and 2 other fields	High correlation
`modalidad` is highly overall correlated with `financiamiento_externo` and 1 other fields	High correlation
`ofertas_confirmadas` is highly overall correlated with `proveedores_participantes`	High correlation
`periodo_apertura` is highly overall correlated with `año_apertura`	High correlation
`proveedores_participantes` is highly overall correlated with `ofertas_confirmadas`	High correlation
`tipo_doc_compra` is highly overall correlated with `encuadre_legal` and 3 other fields	High correlation
`tipo_proceso` is highly overall correlated with `encuadre_legal` and 5 other fields	High correlation
`etapa` is highly imbalanced (99.2%)	Imbalance
`modalidad` is highly imbalanced (81.3%)	Imbalance
`moneda` is highly imbalanced (88.7%)	Imbalance
`tipo_doc_compra` is highly imbalanced (88.1%)	Imbalance
`requiere_pago` is highly imbalanced (98.3%)	Imbalance
`apartado` is highly imbalanced (56.7%)	Imbalance
`etapa_lic` is highly imbalanced (99.2%)	Imbalance
`genera_recursos` is highly imbalanced (92.6%)	Imbalance
`financiamiento_externo` is highly imbalanced (97.3%)	Imbalance
`num_proceso` has unique values	Unique
`año_publicacion` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`periodo_publicacion` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`periodo_inicio_consultas` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`periodo_final_consultas` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`periodo_acto_apertura` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`cro_cant_dias_publicar` has 60983 (87.5%) zeros	Zeros
`proveedores_participantes` has 3353 (4.8%) zeros	Zeros
`ofertas_confirmadas` has 6210 (8.9%) zeros	Zeros

Reproduction

Analysis started	2025-05-27 21:51:08.246598
Analysis finished	2025-05-27 21:52:02.405598
Duration	54.16 seconds
Software version	ydata-profiling vv4.15.1
Download configuration	config.json

num_proceso
Text

Unique

Distinct	69686
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	4.8 MiB

Length

Max length	17
Median length	16
Mean length	14.628907
Min length	13

Characters and Unicode

Total characters	1019430
Distinct characters	22
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	69686 ?
Unique (%)	100.0%

Sample

1st row	23-0009-LPR16
2nd row	23-0010-LPR16
3rd row	23-0011-LPR16
4th row	23-0012-LPR16
5th row	23-0014-LPU16

Value	Count	Frequency (%)
23-0017-lpu16	1	< 0.1%
98-0027-cdi22	1	< 0.1%
23-0009-lpr16	1	< 0.1%
23-0010-lpr16	1	< 0.1%
23-0011-lpr16	1	< 0.1%
23-0012-lpr16	1	< 0.1%
87-0001-cdi22	1	< 0.1%
87-0054-cdi22	1	< 0.1%
87-0056-cdi22	1	< 0.1%
87-0075-cdi22	1	< 0.1%
Other values (69676)	69676	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
0	143911	14.1%
-	139372	13.7%
1	103427	10.1%
2	96191	9.4%
4	59231	5.8%
8	49679	4.9%
3	48466	4.8%
/	38020	3.7%
C	37817	3.7%
D	37318	3.7%
Other values (12)	265998	26.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1019430	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	143911	14.1%
-	139372	13.7%
1	103427	10.1%
2	96191	9.4%
4	59231	5.8%
8	49679	4.9%
3	48466	4.8%
/	38020	3.7%
C	37817	3.7%
D	37318	3.7%
Other values (12)	265998	26.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1019430	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	143911	14.1%
-	139372	13.7%
1	103427	10.1%
2	96191	9.4%
4	59231	5.8%
8	49679	4.9%
3	48466	4.8%
/	38020	3.7%
C	37817	3.7%
D	37318	3.7%
Other values (12)	265998	26.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1019430	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	143911	14.1%
-	139372	13.7%
1	103427	10.1%
2	96191	9.4%
4	59231	5.8%
8	49679	4.9%
3	48466	4.8%
/	38020	3.7%
C	37817	3.7%
D	37318	3.7%
Other values (12)	265998	26.1%

Expediente
Text

Distinct	66201
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Memory size	6.0 MiB

Length

Max length	43
Median length	41
Mean length	33.60599
Min length	29

Characters and Unicode

Total characters	2341867
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	62977 ?
Unique (%)	90.4%

Sample

1st row	EX-2016-00697885- -APN-DPYS#SGP
2nd row	EX-2016-01031683- -APN-DPYS#SGP
3rd row	EX-2016-01358346- -APN-DDMYA#SGP
4th row	EX-2016-01392005- -APN-DDMYA#SGP
5th row	EX-2016-00474707- -APN-DPYS#SGP

Value	Count	Frequency (%)
apn-dcon#faa	1991	1.4%
apn-dgit#ara	1423	1.0%
apn-dcyc#mc	1095	0.8%
apn-dacmysg#anlis	1004	0.7%
apn-dc#hp	946	0.7%
apn-dcyc#mds	827	0.6%
apn-gaen#cnea	800	0.6%
apn-da#inidep	791	0.6%
apn-dmza#dnv	787	0.6%
apn-gasnya#cnea	776	0.6%
Other values (66773)	128932	92.5%

Most occurring characters

Value	Count	Frequency (%)
-	348430	14.9%
	209058	8.9%
2	181300	7.7%
A	159361	6.8%
0	141609	6.0%
N	112020	4.8%
1	109636	4.7%
E	101456	4.3%
P	85268	3.6%
X	70457	3.0%
Other values (27)	823272	35.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2341867	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
-	348430	14.9%
	209058	8.9%
2	181300	7.7%
A	159361	6.8%
0	141609	6.0%
N	112020	4.8%
1	109636	4.7%
E	101456	4.3%
P	85268	3.6%
X	70457	3.0%
Other values (27)	823272	35.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2341867	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
-	348430	14.9%
	209058	8.9%
2	181300	7.7%
A	159361	6.8%
0	141609	6.0%
N	112020	4.8%
1	109636	4.7%
E	101456	4.3%
P	85268	3.6%
X	70457	3.0%
Other values (27)	823272	35.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2341867	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
-	348430	14.9%
	209058	8.9%
2	181300	7.7%
A	159361	6.8%
0	141609	6.0%
N	112020	4.8%
1	109636	4.7%
E	101456	4.3%
P	85268	3.6%
X	70457	3.0%
Other values (27)	823272	35.2%

nombre_proceso
Text

Distinct	60794
Distinct (%)	87.2%
Missing	0
Missing (%)	0.0%
Memory size	12.6 MiB

Length

Max length	253
Median length	133
Mean length	62.627343
Min length	5

Characters and Unicode

Total characters	4364249
Distinct characters	134
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	56308 ?
Unique (%)	80.8%

Sample

1st row	Adquisición de elementos de electricidad
2nd row	Adquisición de elementos de plomería y cerrajería.
3rd row	ADQUISICIÓN INSUMOS PARA BAÑOS
4th row	Servicio anual de mantenimiento, y controles mensuales de Extintores, y adquisición
5th row	Adquisición de indumentaria.

Value	Count	Frequency (%)
de	109302	17.0%
para	27722	4.3%
y	25932	4.0%
adquisición	24358	3.8%
servicio	16245	2.5%
la	12477	1.9%
del	11279	1.8%
el	10265	1.6%
	7475	1.2%
mantenimiento	6952	1.1%
Other values (25911)	389171	60.7%

Most occurring characters

Value	Count	Frequency (%)
	574961	13.2%
A	273739	6.3%
E	265215	6.1%
I	244218	5.6%
R	162998	3.7%
e	160977	3.7%
O	158236	3.6%
S	158146	3.6%
N	149918	3.4%
i	149004	3.4%
Other values (124)	2066837	47.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4364249	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	574961	13.2%
A	273739	6.3%
E	265215	6.1%
I	244218	5.6%
R	162998	3.7%
e	160977	3.7%
O	158236	3.6%
S	158146	3.6%
N	149918	3.4%
i	149004	3.4%
Other values (124)	2066837	47.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4364249	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	574961	13.2%
A	273739	6.3%
E	265215	6.1%
I	244218	5.6%
R	162998	3.7%
e	160977	3.7%
O	158236	3.6%
S	158146	3.6%
N	149918	3.4%
i	149004	3.4%
Other values (124)	2066837	47.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4364249	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	574961	13.2%
A	273739	6.3%
E	265215	6.1%
I	244218	5.6%
R	162998	3.7%
e	160977	3.7%
O	158236	3.6%
S	158146	3.6%
N	149918	3.4%
i	149004	3.4%
Other values (124)	2066837	47.4%

tipo_proceso
Categorical

High correlation

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.0 MiB

Contratación Directa	37296
Licitación Privada	22944
Licitación Pública	8530
Subasta Pública	395
Concurso Privado	274
Other values (2)	247

Length

Max length	20
Median length	20
Mean length	19.039649
Min length	15

Characters and Unicode

Total characters	1326797
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Licitación Privada
2nd row	Licitación Privada
3rd row	Licitación Privada
4th row	Licitación Privada
5th row	Licitación Pública

Common Values

Value	Count	Frequency (%)
Contratación Directa	37296	53.5%
Licitación Privada	22944	32.9%
Licitación Pública	8530	12.2%
Subasta Pública	395	0.6%
Concurso Privado	274	0.4%
Concurso Público	219	0.3%
Compulsa de Precios	28	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
contratación	37296	26.8%
directa	37296	26.8%
licitación	31474	22.6%
privada	22944	16.5%
pública	8925	6.4%
concurso	493	0.4%
subasta	395	0.3%
privado	274	0.2%
público	219	0.2%
compulsa	28	< 0.1%
Other values (2)	56	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
i	201404	15.2%
a	199267	15.0%
c	147205	11.1%
t	143757	10.8%
n	106559	8.0%
r	98331	7.4%
	69714	5.3%
ó	68770	5.2%
o	38831	2.9%
C	37817	2.9%
Other values (14)	215142	16.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1326797	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	201404	15.2%
a	199267	15.0%
c	147205	11.1%
t	143757	10.8%
n	106559	8.0%
r	98331	7.4%
	69714	5.3%
ó	68770	5.2%
o	38831	2.9%
C	37817	2.9%
Other values (14)	215142	16.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1326797	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	201404	15.2%
a	199267	15.0%
c	147205	11.1%
t	143757	10.8%
n	106559	8.0%
r	98331	7.4%
	69714	5.3%
ó	68770	5.2%
o	38831	2.9%
C	37817	2.9%
Other values (14)	215142	16.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1326797	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	201404	15.2%
a	199267	15.0%
c	147205	11.1%
t	143757	10.8%
n	106559	8.0%
r	98331	7.4%
	69714	5.3%
ó	68770	5.2%
o	38831	2.9%
C	37817	2.9%
Other values (14)	215142	16.2%

fecha_apertura
Text

Distinct	15397
Distinct (%)	22.1%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

Length

Max length	21
Median length	21
Mean length	21
Min length	21

Characters and Unicode

Total characters	1463406
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5611 ?
Unique (%)	8.1%

Sample

1st row	13/10/2016 13:02 Hrs.
2nd row	13/09/2016 11:00 Hrs.
3rd row	19/12/2016 12:30 Hrs.
4th row	30/11/2016 16:31 Hrs.
5th row	27/10/2016 12:00 Hrs.

Value	Count	Frequency (%)
hrs	69686	33.3%
10:00	18690	8.9%
12:00	11030	5.3%
11:00	10445	5.0%
09:00	8590	4.1%
08:00	3907	1.9%
13:00	3816	1.8%
15:00	2640	1.3%
16:00	1855	0.9%
14:00	1583	0.8%
Other values (1666)	76816	36.7%

Most occurring characters

Value	Count	Frequency (%)
0	335592	22.9%
2	176297	12.0%
1	170661	11.7%
	139372	9.5%
/	139372	9.5%
:	69686	4.8%
H	69686	4.8%
s	69686	4.8%
r	69686	4.8%
.	69686	4.8%
Other values (7)	153682	10.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1463406	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	335592	22.9%
2	176297	12.0%
1	170661	11.7%
	139372	9.5%
/	139372	9.5%
:	69686	4.8%
H	69686	4.8%
s	69686	4.8%
r	69686	4.8%
.	69686	4.8%
Other values (7)	153682	10.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1463406	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	335592	22.9%
2	176297	12.0%
1	170661	11.7%
	139372	9.5%
/	139372	9.5%
:	69686	4.8%
H	69686	4.8%
s	69686	4.8%
r	69686	4.8%
.	69686	4.8%
Other values (7)	153682	10.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1463406	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	335592	22.9%
2	176297	12.0%
1	170661	11.7%
	139372	9.5%
/	139372	9.5%
:	69686	4.8%
H	69686	4.8%
s	69686	4.8%
r	69686	4.8%
.	69686	4.8%
Other values (7)	153682	10.5%

estado
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.5 MiB

Adjudicado	54562
Dejado Sin Efecto	13428
Desierto	1696

Length

Max length	17
Median length	10
Mean length	11.300175
Min length	8

Characters and Unicode

Total characters	787464
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Adjudicado
2nd row	Desierto
3rd row	Adjudicado
4th row	Adjudicado
5th row	Adjudicado

Common Values

Value	Count	Frequency (%)
Adjudicado	54562	78.3%
Dejado Sin Efecto	13428	19.3%
Desierto	1696	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
adjudicado	54562	56.5%
dejado	13428	13.9%
sin	13428	13.9%
efecto	13428	13.9%
desierto	1696	1.8%

Most occurring characters

Value	Count	Frequency (%)
d	177114	22.5%
o	83114	10.6%
i	69686	8.8%
a	67990	8.6%
c	67990	8.6%
j	67990	8.6%
A	54562	6.9%
u	54562	6.9%
e	30248	3.8%
	26856	3.4%
Other values (8)	87352	11.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	787464	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
d	177114	22.5%
o	83114	10.6%
i	69686	8.8%
a	67990	8.6%
c	67990	8.6%
j	67990	8.6%
A	54562	6.9%
u	54562	6.9%
e	30248	3.8%
	26856	3.4%
Other values (8)	87352	11.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	787464	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
d	177114	22.5%
o	83114	10.6%
i	69686	8.8%
a	67990	8.6%
c	67990	8.6%
j	67990	8.6%
A	54562	6.9%
u	54562	6.9%
e	30248	3.8%
	26856	3.4%
Other values (8)	87352	11.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	787464	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
d	177114	22.5%
o	83114	10.6%
i	69686	8.8%
a	67990	8.6%
c	67990	8.6%
j	67990	8.6%
A	54562	6.9%
u	54562	6.9%
e	30248	3.8%
	26856	3.4%
Other values (8)	87352	11.1%

unidad_ejecutora
Text

Distinct	482
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.9 MiB

Length

Max length	149
Median length	84
Mean length	44.907169
Min length	13

Characters and Unicode

Total characters	3129401
Distinct characters	84
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	23/000 - Dirección General de Administración - SG
2nd row	23/000 - Dirección General de Administración - SG
3rd row	23/000 - Dirección General de Administración - SG
4th row	23/000 - Dirección General de Administración - SG
5th row	23/000 - Dirección General de Administración - SG

Value	Count	Frequency (%)
	104265	20.0%
de	47301	9.1%
dirección	20429	3.9%
general	17242	3.3%
y	15439	3.0%
administración	13784	2.6%
compras	12303	2.4%
contrataciones	10812	2.1%
dnv	8451	1.6%
departamento	5389	1.0%
Other values (1182)	266717	51.1%

Most occurring characters

Value	Count	Frequency (%)
	453929	14.5%
i	193235	6.2%
a	190725	6.1%
e	186334	6.0%
n	167868	5.4%
r	143356	4.6%
-	111551	3.6%
o	106816	3.4%
c	105310	3.4%
t	98436	3.1%
Other values (74)	1371841	43.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3129401	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	453929	14.5%
i	193235	6.2%
a	190725	6.1%
e	186334	6.0%
n	167868	5.4%
r	143356	4.6%
-	111551	3.6%
o	106816	3.4%
c	105310	3.4%
t	98436	3.1%
Other values (74)	1371841	43.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3129401	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	453929	14.5%
i	193235	6.2%
a	190725	6.1%
e	186334	6.0%
n	167868	5.4%
r	143356	4.6%
-	111551	3.6%
o	106816	3.4%
c	105310	3.4%
t	98436	3.1%
Other values (74)	1371841	43.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3129401	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	453929	14.5%
i	193235	6.2%
a	190725	6.1%
e	186334	6.0%
n	167868	5.4%
r	143356	4.6%
-	111551	3.6%
o	106816	3.4%
c	105310	3.4%
t	98436	3.1%
Other values (74)	1371841	43.8%

servicio_administrativo_financiero
Text

Distinct	144
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.1 MiB

Length

Max length	102
Median length	84
Mean length	43.07287
Min length	25

Characters and Unicode

Total characters	3001576
Distinct characters	74
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	301 - Secretaria General de la Presidencia de la Nación
2nd row	301 - Secretaria General de la Presidencia de la Nación
3rd row	301 - Secretaria General de la Presidencia de la Nación
4th row	301 - Secretaria General de la Presidencia de la Nación
5th row	301 - Secretaria General de la Presidencia de la Nación

Value	Count	Frequency (%)
	69731	13.7%
de	58890	11.6%
nacional	28106	5.5%
general	22383	4.4%
estado	21663	4.3%
mayor	21284	4.2%
la	16595	3.3%
del	11499	2.3%
dirección	9519	1.9%
ejercito	8823	1.7%
Other values (387)	239352	47.1%

Most occurring characters

Value	Count	Frequency (%)
	438530	14.6%
a	293750	9.8%
e	243999	8.1%
i	201606	6.7%
r	169424	5.6%
o	162653	5.4%
d	150922	5.0%
n	142650	4.8%
l	122113	4.1%
c	104714	3.5%
Other values (64)	971215	32.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3001576	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	438530	14.6%
a	293750	9.8%
e	243999	8.1%
i	201606	6.7%
r	169424	5.6%
o	162653	5.4%
d	150922	5.0%
n	142650	4.8%
l	122113	4.1%
c	104714	3.5%
Other values (64)	971215	32.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3001576	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	438530	14.6%
a	293750	9.8%
e	243999	8.1%
i	201606	6.7%
r	169424	5.6%
o	162653	5.4%
d	150922	5.0%
n	142650	4.8%
l	122113	4.1%
c	104714	3.5%
Other values (64)	971215	32.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3001576	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	438530	14.6%
a	293750	9.8%
e	243999	8.1%
i	201606	6.7%
r	169424	5.6%
o	162653	5.4%
d	150922	5.0%
n	142650	4.8%
l	122113	4.1%
c	104714	3.5%
Other values (64)	971215	32.4%

Unnamed: 0.1
Real number (ℝ)

Distinct	1352
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	344.35604

Minimum	0
Maximum	1351
Zeros	237
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	544.5 KiB

Quantile statistics

Minimum	0
5-th percentile	15
Q1	98
median	237
Q3	534
95-th percentile	983
Maximum	1351
Range	1351
Interquartile range (IQR)	436

Descriptive statistics

Standard deviation	309.45645
Coefficient of variation (CV)	0.89865259
Kurtosis	0.047743009
Mean	344.35604
Median Absolute Deviation (MAD)	173
Skewness	1.0031102
Sum	23996795
Variance	95763.293
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	237	0.3%
1	237	0.3%
2	236	0.3%
3	236	0.3%
4	235	0.3%
5	234	0.3%
6	234	0.3%
7	232	0.3%
8	230	0.3%
9	229	0.3%
Other values (1342)	67346	96.6%

Value	Count	Frequency (%)
0	237	0.3%
1	237	0.3%
2	236	0.3%
3	236	0.3%
4	235	0.3%
5	234	0.3%
6	234	0.3%
7	232	0.3%
8	230	0.3%
9	229	0.3%

Value	Count	Frequency (%)
1351	1	< 0.1%
1350	1	< 0.1%
1349	1	< 0.1%
1348	1	< 0.1%
1347	1	< 0.1%
1346	1	< 0.1%
1345	1	< 0.1%
1344	1	< 0.1%
1343	1	< 0.1%
1342	1	< 0.1%

num_expediente
Text

Distinct	66201
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Memory size	6.0 MiB

Length

Max length	43
Median length	41
Mean length	33.60599
Min length	29

Characters and Unicode

Total characters	2341867
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	62977 ?
Unique (%)	90.4%

Sample

1st row	EX-2016-00697885- -APN-DPYS#SGP
2nd row	EX-2016-01031683- -APN-DPYS#SGP
3rd row	EX-2016-01358346- -APN-DDMYA#SGP
4th row	EX-2016-01392005- -APN-DDMYA#SGP
5th row	EX-2016-00474707- -APN-DPYS#SGP

Value	Count	Frequency (%)
apn-dcon#faa	1991	1.4%
apn-dgit#ara	1423	1.0%
apn-dcyc#mc	1095	0.8%
apn-dacmysg#anlis	1004	0.7%
apn-dc#hp	946	0.7%
apn-dcyc#mds	827	0.6%
apn-gaen#cnea	800	0.6%
apn-da#inidep	791	0.6%
apn-dmza#dnv	787	0.6%
apn-gasnya#cnea	776	0.6%
Other values (66773)	128932	92.5%

Most occurring characters

Value	Count	Frequency (%)
-	348430	14.9%
	209058	8.9%
2	181300	7.7%
A	159361	6.8%
0	141609	6.0%
N	112020	4.8%
1	109636	4.7%
E	101456	4.3%
P	85268	3.6%
X	70457	3.0%
Other values (27)	823272	35.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2341867	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
-	348430	14.9%
	209058	8.9%
2	181300	7.7%
A	159361	6.8%
0	141609	6.0%
N	112020	4.8%
1	109636	4.7%
E	101456	4.3%
P	85268	3.6%
X	70457	3.0%
Other values (27)	823272	35.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2341867	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
-	348430	14.9%
	209058	8.9%
2	181300	7.7%
A	159361	6.8%
0	141609	6.0%
N	112020	4.8%
1	109636	4.7%
E	101456	4.3%
P	85268	3.6%
X	70457	3.0%
Other values (27)	823272	35.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2341867	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
-	348430	14.9%
	209058	8.9%
2	181300	7.7%
A	159361	6.8%
0	141609	6.0%
N	112020	4.8%
1	109636	4.7%
E	101456	4.3%
P	85268	3.6%
X	70457	3.0%
Other values (27)	823272	35.2%

etapa
Categorical

High correlation Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.2 MiB

Única	69612
Múltiple	45
Otros	29

Length

Max length	8
Median length	5
Mean length	5.0019373
Min length	5

Characters and Unicode

Total characters	348565
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Única
2nd row	Única
3rd row	Única
4th row	Única
5th row	Única

Common Values

Value	Count	Frequency (%)
Única	69612	99.9%
Múltiple	45	0.1%
Otros	29	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
única	69612	99.9%
múltiple	45	0.1%
otros	29	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
i	69657	20.0%
Ú	69612	20.0%
n	69612	20.0%
c	69612	20.0%
a	69612	20.0%
l	90	< 0.1%
t	74	< 0.1%
ú	45	< 0.1%
M	45	< 0.1%
p	45	< 0.1%
Other values (5)	161	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	348565	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	69657	20.0%
Ú	69612	20.0%
n	69612	20.0%
c	69612	20.0%
a	69612	20.0%
l	90	< 0.1%
t	74	< 0.1%
ú	45	< 0.1%
M	45	< 0.1%
p	45	< 0.1%
Other values (5)	161	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	348565	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	69657	20.0%
Ú	69612	20.0%
n	69612	20.0%
c	69612	20.0%
a	69612	20.0%
l	90	< 0.1%
t	74	< 0.1%
ú	45	< 0.1%
M	45	< 0.1%
p	45	< 0.1%
Other values (5)	161	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	348565	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	69657	20.0%
Ú	69612	20.0%
n	69612	20.0%
c	69612	20.0%
a	69612	20.0%
l	90	< 0.1%
t	74	< 0.1%
ú	45	< 0.1%
M	45	< 0.1%
p	45	< 0.1%
Other values (5)	161	< 0.1%

modalidad
Categorical

High correlation Imbalance

Distinct	15
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.8 MiB

Sin modalidad	58398
Orden de compra abierta	10228
Sin modalidad - Llave en mano	840
Selección Directa	107
Solicitud De Cotizaciones	27
Other values (10)	86

Length

Max length	60
Median length	13
Mean length	14.690081
Min length	13

Characters and Unicode

Total characters	1023693
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Sin modalidad
2nd row	Sin modalidad
3rd row	Orden de compra abierta
4th row	Sin modalidad
5th row	Sin modalidad

Common Values

Value	Count	Frequency (%)
Sin modalidad	58398	83.8%
Orden de compra abierta	10228	14.7%
Sin modalidad - Llave en mano	840	1.2%
Selección Directa	107	0.2%
Solicitud De Cotizaciones	27	< 0.1%
Solicitud De Ofertas	23	< 0.1%
Orden de compra abierta - Llave en mano	17	< 0.1%
Acuerdo Marco	15	< 0.1%
Sin modalidad - Precio máximo	9	< 0.1%
Sin modalidad - Compra Consolidada	8	< 0.1%
Other values (5)	14	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
sin	59263	36.3%
modalidad	59263	36.3%
de	10302	6.3%
compra	10260	6.3%
orden	10247	6.3%
abierta	10247	6.3%
	889	0.5%
llave	858	0.5%
en	858	0.5%
mano	858	0.5%
Other values (15)	406	0.2%

Most occurring characters

Value	Count	Frequency (%)
d	198374	19.4%
a	151211	14.8%
i	129180	12.6%
	93765	9.2%
n	71387	7.0%
o	70587	6.9%
m	70407	6.9%
l	60296	5.9%
S	59424	5.8%
e	32930	3.2%
Other values (24)	86132	8.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1023693	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
d	198374	19.4%
a	151211	14.8%
i	129180	12.6%
	93765	9.2%
n	71387	7.0%
o	70587	6.9%
m	70407	6.9%
l	60296	5.9%
S	59424	5.8%
e	32930	3.2%
Other values (24)	86132	8.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1023693	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
d	198374	19.4%
a	151211	14.8%
i	129180	12.6%
	93765	9.2%
n	71387	7.0%
o	70587	6.9%
m	70407	6.9%
l	60296	5.9%
S	59424	5.8%
e	32930	3.2%
Other values (24)	86132	8.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1023693	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
d	198374	19.4%
a	151211	14.8%
i	129180	12.6%
	93765	9.2%
n	71387	7.0%
o	70587	6.9%
m	70407	6.9%
l	60296	5.9%
S	59424	5.8%
e	32930	3.2%
Other values (24)	86132	8.4%

moneda
Categorical

Imbalance

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.8 MiB

Peso Argentino	65023
Dolar Estadounidense	2150
Dolar Estadounidense Peso Argentino	1735
Dolar Estadounidense Euro - European Monetary Union Peso Argentino	483
Euro - European Monetary Union	141
Other values (13)	154

Length

Max length	87
Median length	14
Mean length	15.166662
Min length	4

Characters and Unicode

Total characters	1056904
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	< 0.1%

Sample

1st row	Peso Argentino
2nd row	Peso Argentino
3rd row	Peso Argentino
4th row	Peso Argentino
5th row	Peso Argentino

Common Values

Value	Count	Frequency (%)
Peso Argentino	65023	93.3%
Dolar Estadounidense	2150	3.1%
Dolar Estadounidense Peso Argentino	1735	2.5%
Dolar Estadounidense Euro - European Monetary Union Peso Argentino	483	0.7%
Euro - European Monetary Union	141	0.2%
Dolar Estadounidense Euro - European Monetary Union	100	0.1%
Euro - European Monetary Union Peso Argentino	20	< 0.1%
sin datos	16	< 0.1%
Libra Esterlina	6	< 0.1%
Dolar Estadounidense Real	2	< 0.1%
Other values (8)	10	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
peso	67267	45.7%
argentino	67267	45.7%
dolar	4476	3.0%
estadounidense	4476	3.0%
euro	749	0.5%
	749	0.5%
european	749	0.5%
monetary	749	0.5%
union	749	0.5%
sin	16	< 0.1%
Other values (4)	46	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
n	146508	13.9%
o	146498	13.9%
e	145004	13.7%
	77607	7.3%
s	76261	7.2%
r	74010	7.0%
i	72528	6.9%
t	72518	6.9%
P	67267	6.4%
g	67267	6.4%
Other values (15)	111436	10.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1056904	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	146508	13.9%
o	146498	13.9%
e	145004	13.7%
	77607	7.3%
s	76261	7.2%
r	74010	7.0%
i	72528	6.9%
t	72518	6.9%
P	67267	6.4%
g	67267	6.4%
Other values (15)	111436	10.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1056904	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	146508	13.9%
o	146498	13.9%
e	145004	13.7%
	77607	7.3%
s	76261	7.2%
r	74010	7.0%
i	72528	6.9%
t	72518	6.9%
P	67267	6.4%
g	67267	6.4%
Other values (15)	111436	10.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1056904	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	146508	13.9%
o	146498	13.9%
e	145004	13.7%
	77607	7.3%
s	76261	7.2%
r	74010	7.0%
i	72528	6.9%
t	72518	6.9%
P	67267	6.4%
g	67267	6.4%
Other values (15)	111436	10.5%

encuadre_legal
Categorical

High correlation

Distinct	30
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 MiB

Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art.14	31150
Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art.12	17560
Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art.10	6243
Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art. 25 Decreto N°1030/2016 Art.12	3919
Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art. 25 Decreto N°1030/2016 Art.14	3321
Other values (25)	7493

Length

Max length	144
Median length	64
Mean length	65.877264
Min length	25

Characters and Unicode

Total characters	4590723
Distinct characters	61
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	Decreto Delegado N° 1023/2001 Art. 25
2nd row	Decreto Delegado N° 1023/2001 Art. 25
3rd row	Decreto Delegado N° 1023/2001 Art. 25
4th row	Decreto Delegado N° 1023/2001 Art. 25
5th row	Decreto Delegado N° 1023/2001 Art. 25

Common Values

Value	Count	Frequency (%)
Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art.14	31150	44.7%
Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art.12	17560	25.2%
Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art.10	6243	9.0%
Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art. 25 Decreto N°1030/2016 Art.12	3919	5.6%
Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art. 25 Decreto N°1030/2016 Art.14	3321	4.8%
Decreto Delegado N° 1023/2001 Art. 25	2282	3.3%
Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art.10 Decreto N°1030/2016 Art. 25	1892	2.7%
Decreto N°1030/2016 Art.12	783	1.1%
Decreto N°1030/2016 Art.14	506	0.7%
SUPERINTENDENCIA DE BIENESTAR Decreto 910/2018	415	0.6%
Other values (20)	1615	2.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
decreto	143019	22.1%
art	76967	11.9%
25	76505	11.8%
n°1030/2016	75332	11.6%
n°	67147	10.4%
delegado	66878	10.3%
1023/2001	66878	10.3%
art.14	35114	5.4%
art.12	22340	3.5%
art.10	8251	1.3%
Other values (56)	8875	1.4%

Most occurring characters

Value	Count	Frequency (%)
	577620	12.6%
0	437880	9.5%
e	423660	9.2%
1	353638	7.7%
2	309827	6.7%
r	287072	6.3%
t	287069	6.3%
o	212281	4.6%
D	210956	4.6%
N	144875	3.2%
Other values (51)	1345845	29.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4590723	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	577620	12.6%
0	437880	9.5%
e	423660	9.2%
1	353638	7.7%
2	309827	6.7%
r	287072	6.3%
t	287069	6.3%
o	212281	4.6%
D	210956	4.6%
N	144875	3.2%
Other values (51)	1345845	29.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4590723	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	577620	12.6%
0	437880	9.5%
e	423660	9.2%
1	353638	7.7%
2	309827	6.7%
r	287072	6.3%
t	287069	6.3%
o	212281	4.6%
D	210956	4.6%
N	144875	3.2%
Other values (51)	1345845	29.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4590723	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	577620	12.6%
0	437880	9.5%
e	423660	9.2%
1	353638	7.7%
2	309827	6.7%
r	287072	6.3%
t	287069	6.3%
o	212281	4.6%
D	210956	4.6%
N	144875	3.2%
Other values (51)	1345845	29.3%

cotizacion
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.9 MiB

No admite cotización parcial por renglón	57499
Se admite cotización parcial por renglón	12187

Length

Max length	40
Median length	40
Mean length	40
Min length	40

Characters and Unicode

Total characters	2787440
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No admite cotización parcial por renglón
2nd row	Se admite cotización parcial por renglón
3rd row	No admite cotización parcial por renglón
4th row	No admite cotización parcial por renglón
5th row	Se admite cotización parcial por renglón

Common Values

Value	Count	Frequency (%)
No admite cotización parcial por renglón	57499	82.5%
Se admite cotización parcial por renglón	12187	17.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
admite	69686	16.7%
cotización	69686	16.7%
parcial	69686	16.7%
renglón	69686	16.7%
por	69686	16.7%
no	57499	13.8%
se	12187	2.9%

Most occurring characters

Value	Count	Frequency (%)
	348430	12.5%
a	278744	10.0%
i	278744	10.0%
n	209058	7.5%
r	209058	7.5%
c	209058	7.5%
o	196871	7.1%
e	151559	5.4%
l	139372	5.0%
t	139372	5.0%
Other values (8)	627174	22.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2787440	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	348430	12.5%
a	278744	10.0%
i	278744	10.0%
n	209058	7.5%
r	209058	7.5%
c	209058	7.5%
o	196871	7.1%
e	151559	5.4%
l	139372	5.0%
t	139372	5.0%
Other values (8)	627174	22.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2787440	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	348430	12.5%
a	278744	10.0%
i	278744	10.0%
n	209058	7.5%
r	209058	7.5%
c	209058	7.5%
o	196871	7.1%
e	151559	5.4%
l	139372	5.0%
t	139372	5.0%
Other values (8)	627174	22.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2787440	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	348430	12.5%
a	278744	10.0%
i	278744	10.0%
n	209058	7.5%
r	209058	7.5%
c	209058	7.5%
o	196871	7.1%
e	151559	5.4%
l	139372	5.0%
t	139372	5.0%
Other values (8)	627174	22.5%

tipo_doc_compra
Categorical

High correlation Imbalance

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.8 MiB

Orden de compra	67341
Contrato	1898
Orden de venta	432
Acuerdo	15

Length

Max length	15
Median length	15
Mean length	14.801424
Min length	7

Characters and Unicode

Total characters	1031452
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Orden de compra
2nd row	Orden de compra
3rd row	Orden de compra
4th row	Orden de compra
5th row	Orden de compra

Common Values

Value	Count	Frequency (%)
Orden de compra	67341	96.6%
Contrato	1898	2.7%
Orden de venta	432	0.6%
Acuerdo	15	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
orden	67773	33.0%
de	67773	33.0%
compra	67341	32.8%
contrato	1898	0.9%
venta	432	0.2%
acuerdo	15	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
r	137027	13.3%
e	135993	13.2%
d	135561	13.1%
	135546	13.1%
o	71152	6.9%
n	70103	6.8%
a	69671	6.8%
O	67773	6.6%
c	67356	6.5%
m	67341	6.5%
Other values (6)	73929	7.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1031452	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	137027	13.3%
e	135993	13.2%
d	135561	13.1%
	135546	13.1%
o	71152	6.9%
n	70103	6.8%
a	69671	6.8%
O	67773	6.6%
c	67356	6.5%
m	67341	6.5%
Other values (6)	73929	7.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1031452	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	137027	13.3%
e	135993	13.2%
d	135561	13.1%
	135546	13.1%
o	71152	6.9%
n	70103	6.8%
a	69671	6.8%
O	67773	6.6%
c	67356	6.5%
m	67341	6.5%
Other values (6)	73929	7.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1031452	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	137027	13.3%
e	135993	13.2%
d	135561	13.1%
	135546	13.1%
o	71152	6.9%
n	70103	6.8%
a	69671	6.8%
O	67773	6.6%
c	67356	6.5%
m	67341	6.5%
Other values (6)	73929	7.2%

lugar_recepcion
Text

Distinct	8245
Distinct (%)	11.8%
Missing	0
Missing (%)	0.0%
Memory size	9.6 MiB

Length

Max length	255
Median length	238
Mean length	42.872528
Min length	1

Characters and Unicode

Total characters	2987615
Distinct characters	112
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6314 ?
Unique (%)	9.1%

Sample

1st row	25 de Mayo 658, 4° piso.
2nd row	25 de Mayo 658, 4° piso.
3rd row	25 de Mayo 658, 4° piso.
4th row	25 de Mayo 658, 4° piso.
5th row	25 de Mayo 658, 4° piso.

Value	Count	Frequency (%)
	31108	5.6%
de	25265	4.6%
av	22886	4.1%
piso	19224	3.5%
caba	10440	1.9%
aires	8894	1.6%
buenos	8718	1.6%
y	8068	1.5%
–	7160	1.3%
oficina	6994	1.3%
Other values (4991)	403589	73.1%

Most occurring characters

Value	Count	Frequency (%)
	482795	16.2%
A	156301	5.2%
a	148928	5.0%
e	123429	4.1%
o	117774	3.9%
i	104708	3.5%
r	85189	2.9%
n	83200	2.8%
C	70445	2.4%
s	65902	2.2%
Other values (102)	1548944	51.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2987615	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	482795	16.2%
A	156301	5.2%
a	148928	5.0%
e	123429	4.1%
o	117774	3.9%
i	104708	3.5%
r	85189	2.9%
n	83200	2.8%
C	70445	2.4%
s	65902	2.2%
Other values (102)	1548944	51.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2987615	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	482795	16.2%
A	156301	5.2%
a	148928	5.0%
e	123429	4.1%
o	117774	3.9%
i	104708	3.5%
r	85189	2.9%
n	83200	2.8%
C	70445	2.4%
s	65902	2.2%
Other values (102)	1548944	51.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2987615	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	482795	16.2%
A	156301	5.2%
a	148928	5.0%
e	123429	4.1%
o	117774	3.9%
i	104708	3.5%
r	85189	2.9%
n	83200	2.8%
C	70445	2.4%
s	65902	2.2%
Other values (102)	1548944	51.8%

plazo_oferta
Text

Distinct	69
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 MiB

Length

Max length	60
Median length	33
Mean length	32.989137
Min length	23

Characters and Unicode

Total characters	2298881
Distinct characters	40
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	26 ?
Unique (%)	< 0.1%

Sample

1st row	60 Días corridos Acto de apertura
2nd row	60 Días corridos Acto de apertura
3rd row	60 Días corridos Acto de apertura
4th row	60 Días corridos Perfeccionamiento del documento contractual
5th row	60 Días corridos Acto de apertura

Value	Count	Frequency (%)
de	69657	16.7%
días	69566	16.6%
apertura	69505	16.6%
acto	69505	16.6%
60	66064	15.8%
corridos	64534	15.4%
hábiles	5032	1.2%
90	1333	0.3%
30	935	0.2%
120	559	0.1%
Other values (40)	1563	0.4%

Most occurring characters

Value	Count	Frequency (%)
	348567	15.2%
r	268364	11.7%
a	209119	9.1%
o	199107	8.7%
e	145169	6.3%
t	139506	6.1%
s	139439	6.1%
c	134792	5.9%
d	134401	5.8%
i	70080	3.0%
Other values (30)	510337	22.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2298881	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	348567	15.2%
r	268364	11.7%
a	209119	9.1%
o	199107	8.7%
e	145169	6.3%
t	139506	6.1%
s	139439	6.1%
c	134792	5.9%
d	134401	5.8%
i	70080	3.0%
Other values (30)	510337	22.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2298881	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	348567	15.2%
r	268364	11.7%
a	209119	9.1%
o	199107	8.7%
e	145169	6.3%
t	139506	6.1%
s	139439	6.1%
c	134792	5.9%
d	134401	5.8%
i	70080	3.0%
Other values (30)	510337	22.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2298881	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	348567	15.2%
r	268364	11.7%
a	209119	9.1%
o	199107	8.7%
e	145169	6.3%
t	139506	6.1%
s	139439	6.1%
c	134792	5.9%
d	134401	5.8%
i	70080	3.0%
Other values (30)	510337	22.2%

requiere_pago
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

No	69575
Sí	111

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	139372
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Common Values

Value	Count	Frequency (%)
No	69575	99.8%
Sí	111	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	69575	99.8%
sí	111	0.2%

Most occurring characters

Value	Count	Frequency (%)
N	69575	49.9%
o	69575	49.9%
S	111	0.1%
í	111	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	139372	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	69575	49.9%
o	69575	49.9%
S	111	0.1%
í	111	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	139372	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	69575	49.9%
o	69575	49.9%
S	111	0.1%
í	111	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	139372	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	69575	49.9%
o	69575	49.9%
S	111	0.1%
í	111	0.1%

apartado
Categorical

High correlation Imbalance

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.5 MiB

sin datos	32390
Apartado 1: Compulsa Abreviada Por Monto	25203
Apartado 3: Adjudicación Simple por Exclusividad	3461
Apartado 8: Adjudicación Simple Interadministrativa	3256
Apartado 2: Adjudicación Simple por Especialidad	1170
Other values (19)	4206

Length

Max length	84
Median length	83
Mean length	27.871265
Min length	9

Characters and Unicode

Total characters	1942237
Distinct characters	51
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	sin datos
2nd row	sin datos
3rd row	sin datos
4th row	sin datos
5th row	sin datos

Common Values

Value	Count	Frequency (%)
sin datos	32390	46.5%
Apartado 1: Compulsa Abreviada Por Monto	25203	36.2%
Apartado 3: Adjudicación Simple por Exclusividad	3461	5.0%
Apartado 8: Adjudicación Simple Interadministrativa	3256	4.7%
Apartado 2: Adjudicación Simple por Especialidad	1170	1.7%
Apartado 7: Adjudicación Simple por Desarme, Traslado o Examen Previo	1018	1.5%
Apartado 5: Compulsa Abreviada por Urgencia	764	1.1%
Apartado 9: Adjudicación Simple con Universidades Nacionales	656	0.9%
Apartado 11: Adjudicación Simple por Locación de Inmuebles	620	0.9%
Apartado 10: Adjudicación Simple con Efectores de Desarrollo Local y Economía Social	495	0.7%
Other values (14)	653	0.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
apartado	37296	12.6%
por	32842	11.1%
datos	32390	11.0%
sin	32390	11.0%
abreviada	26422	9.0%
compulsa	26422	9.0%
monto	25302	8.6%
1	25205	8.5%
adjudicación	10853	3.7%
simple	10853	3.7%
Other values (52)	35237	11.9%

Most occurring characters

Value	Count	Frequency (%)
	225526	11.6%
a	223269	11.5%
o	189130	9.7%
d	133919	6.9%
i	116129	6.0%
r	109917	5.7%
t	105592	5.4%
s	105051	5.4%
p	83418	4.3%
n	81777	4.2%
Other values (41)	568509	29.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1942237	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	225526	11.6%
a	223269	11.5%
o	189130	9.7%
d	133919	6.9%
i	116129	6.0%
r	109917	5.7%
t	105592	5.4%
s	105051	5.4%
p	83418	4.3%
n	81777	4.2%
Other values (41)	568509	29.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1942237	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	225526	11.6%
a	223269	11.5%
o	189130	9.7%
d	133919	6.9%
i	116129	6.0%
r	109917	5.7%
t	105592	5.4%
s	105051	5.4%
p	83418	4.3%
n	81777	4.2%
Other values (41)	568509	29.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1942237	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	225526	11.6%
a	223269	11.5%
o	189130	9.7%
d	133919	6.9%
i	116129	6.0%
r	109917	5.7%
t	105592	5.4%
s	105051	5.4%
p	83418	4.3%
n	81777	4.2%
Other values (41)	568509	29.3%

etapa_lic
Categorical

High correlation Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.2 MiB

Única	69612
Múltiple	45
Otros	29

Length

Max length	8
Median length	5
Mean length	5.0019373
Min length	5

Characters and Unicode

Total characters	348565
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Única
2nd row	Única
3rd row	Única
4th row	Única
5th row	Única

Common Values

Value	Count	Frequency (%)
Única	69612	99.9%
Múltiple	45	0.1%
Otros	29	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
única	69612	99.9%
múltiple	45	0.1%
otros	29	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
i	69657	20.0%
Ú	69612	20.0%
n	69612	20.0%
c	69612	20.0%
a	69612	20.0%
l	90	< 0.1%
t	74	< 0.1%
ú	45	< 0.1%
M	45	< 0.1%
p	45	< 0.1%
Other values (5)	161	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	348565	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	69657	20.0%
Ú	69612	20.0%
n	69612	20.0%
c	69612	20.0%
a	69612	20.0%
l	90	< 0.1%
t	74	< 0.1%
ú	45	< 0.1%
M	45	< 0.1%
p	45	< 0.1%
Other values (5)	161	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	348565	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	69657	20.0%
Ú	69612	20.0%
n	69612	20.0%
c	69612	20.0%
a	69612	20.0%
l	90	< 0.1%
t	74	< 0.1%
ú	45	< 0.1%
M	45	< 0.1%
p	45	< 0.1%
Other values (5)	161	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	348565	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	69657	20.0%
Ú	69612	20.0%
n	69612	20.0%
c	69612	20.0%
a	69612	20.0%
l	90	< 0.1%
t	74	< 0.1%
ú	45	< 0.1%
M	45	< 0.1%
p	45	< 0.1%
Other values (5)	161	< 0.1%

etapa_autorizacion_pliego
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.0 MiB

sin datos	42824
Autorización del pliego	26862

Length

Max length	23
Median length	9
Mean length	14.396608
Min length	9

Characters and Unicode

Total characters	1003242
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	sin datos
2nd row	sin datos
3rd row	sin datos
4th row	sin datos
5th row	sin datos

Common Values

Value	Count	Frequency (%)
sin datos	42824	61.5%
Autorización del pliego	26862	38.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
sin	42824	25.8%
datos	42824	25.8%
autorización	26862	16.2%
del	26862	16.2%
pliego	26862	16.2%

Most occurring characters

Value	Count	Frequency (%)
i	123410	12.3%
	96548	9.6%
o	96548	9.6%
s	85648	8.5%
d	69686	6.9%
n	69686	6.9%
a	69686	6.9%
t	69686	6.9%
e	53724	5.4%
l	53724	5.4%
Other values (8)	214896	21.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1003242	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	123410	12.3%
	96548	9.6%
o	96548	9.6%
s	85648	8.5%
d	69686	6.9%
n	69686	6.9%
a	69686	6.9%
t	69686	6.9%
e	53724	5.4%
l	53724	5.4%
Other values (8)	214896	21.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1003242	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	123410	12.3%
	96548	9.6%
o	96548	9.6%
s	85648	8.5%
d	69686	6.9%
n	69686	6.9%
a	69686	6.9%
t	69686	6.9%
e	53724	5.4%
l	53724	5.4%
Other values (8)	214896	21.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1003242	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	123410	12.3%
	96548	9.6%
o	96548	9.6%
s	85648	8.5%
d	69686	6.9%
n	69686	6.9%
a	69686	6.9%
t	69686	6.9%
e	53724	5.4%
l	53724	5.4%
Other values (8)	214896	21.4%

etapa_autorizacion_llamado
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.0 MiB

sin datos	42878
Autorización de llamado	26808

Length

Max length	23
Median length	9
Mean length	14.385759
Min length	9

Characters and Unicode

Total characters	1002486
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	sin datos
2nd row	sin datos
3rd row	sin datos
4th row	sin datos
5th row	sin datos

Common Values

Value	Count	Frequency (%)
sin datos	42878	61.5%
Autorización de llamado	26808	38.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
sin	42878	25.8%
datos	42878	25.8%
autorización	26808	16.1%
de	26808	16.1%
llamado	26808	16.1%

Most occurring characters

Value	Count	Frequency (%)
a	123302	12.3%
o	96494	9.6%
i	96494	9.6%
d	96494	9.6%
	96494	9.6%
s	85756	8.6%
n	69686	7.0%
t	69686	7.0%
l	53616	5.3%
A	26808	2.7%
Other values (7)	187656	18.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1002486	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	123302	12.3%
o	96494	9.6%
i	96494	9.6%
d	96494	9.6%
	96494	9.6%
s	85756	8.6%
n	69686	7.0%
t	69686	7.0%
l	53616	5.3%
A	26808	2.7%
Other values (7)	187656	18.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1002486	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	123302	12.3%
o	96494	9.6%
i	96494	9.6%
d	96494	9.6%
	96494	9.6%
s	85756	8.6%
n	69686	7.0%
t	69686	7.0%
l	53616	5.3%
A	26808	2.7%
Other values (7)	187656	18.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1002486	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	123302	12.3%
o	96494	9.6%
i	96494	9.6%
d	96494	9.6%
	96494	9.6%
s	85756	8.6%
n	69686	7.0%
t	69686	7.0%
l	53616	5.3%
A	26808	2.7%
Other values (7)	187656	18.7%

etapa_acto_apertura
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.6 MiB

Acto de apertura	36406
sin datos	33280

Length

Max length	16
Median length	16
Mean length	12.657004
Min length	9

Characters and Unicode

Total characters	882016
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	sin datos
2nd row	sin datos
3rd row	sin datos
4th row	sin datos
5th row	sin datos

Common Values

Value	Count	Frequency (%)
Acto de apertura	36406	52.2%
sin datos	33280	47.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
acto	36406	20.7%
de	36406	20.7%
apertura	36406	20.7%
sin	33280	18.9%
datos	33280	18.9%

Most occurring characters

Value	Count	Frequency (%)
	106092	12.0%
t	106092	12.0%
a	106092	12.0%
e	72812	8.3%
r	72812	8.3%
o	69686	7.9%
d	69686	7.9%
s	66560	7.5%
A	36406	4.1%
c	36406	4.1%
Other values (4)	139372	15.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	882016	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	106092	12.0%
t	106092	12.0%
a	106092	12.0%
e	72812	8.3%
r	72812	8.3%
o	69686	7.9%
d	69686	7.9%
s	66560	7.5%
A	36406	4.1%
c	36406	4.1%
Other values (4)	139372	15.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	882016	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	106092	12.0%
t	106092	12.0%
a	106092	12.0%
e	72812	8.3%
r	72812	8.3%
o	69686	7.9%
d	69686	7.9%
s	66560	7.5%
A	36406	4.1%
c	36406	4.1%
Other values (4)	139372	15.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	882016	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	106092	12.0%
t	106092	12.0%
a	106092	12.0%
e	72812	8.3%
r	72812	8.3%
o	69686	7.9%
d	69686	7.9%
s	66560	7.5%
A	36406	4.1%
c	36406	4.1%
Other values (4)	139372	15.8%

genera_recursos
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

No	69055
Si	631

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	139372
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Common Values

Value	Count	Frequency (%)
No	69055	99.1%
Si	631	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	69055	99.1%
si	631	0.9%

Most occurring characters

Value	Count	Frequency (%)
N	69055	49.5%
o	69055	49.5%
S	631	0.5%
i	631	0.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	139372	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	69055	49.5%
o	69055	49.5%
S	631	0.5%
i	631	0.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	139372	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	69055	49.5%
o	69055	49.5%
S	631	0.5%
i	631	0.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	139372	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	69055	49.5%
o	69055	49.5%
S	631	0.5%
i	631	0.5%

financiamiento_externo
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

No	69500
Si	186

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	139372
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Common Values

Value	Count	Frequency (%)
No	69500	99.7%
Si	186	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	69500	99.7%
si	186	0.3%

Most occurring characters

Value	Count	Frequency (%)
N	69500	49.9%
o	69500	49.9%
S	186	0.1%
i	186	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	139372	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	69500	49.9%
o	69500	49.9%
S	186	0.1%
i	186	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	139372	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	69500	49.9%
o	69500	49.9%
S	186	0.1%
i	186	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	139372	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	69500	49.9%
o	69500	49.9%
S	186	0.1%
i	186	0.1%

acepta_prorroga
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	410
Missing (%)	0.6%
Memory size	4.4 MiB

No	50932
Sí	18344

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	138552
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Common Values

Value	Count	Frequency (%)
No	50932	73.1%
Sí	18344	26.3%
(Missing)	410	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	50932	73.5%
sí	18344	26.5%

Most occurring characters

Value	Count	Frequency (%)
N	50932	36.8%
o	50932	36.8%
S	18344	13.2%
í	18344	13.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	138552	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	50932	36.8%
o	50932	36.8%
S	18344	13.2%
í	18344	13.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	138552	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	50932	36.8%
o	50932	36.8%
S	18344	13.2%
í	18344	13.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	138552	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	50932	36.8%
o	50932	36.8%
S	18344	13.2%
í	18344	13.2%

cro_fecha_publicacion
Text

Distinct	25992
Distinct (%)	37.3%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

Length

Max length	21
Median length	21
Mean length	20.987429
Min length	9

Characters and Unicode

Total characters	1462530
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13788 ?
Unique (%)	19.8%

Sample

1st row	21/09/2016 18:01 Hrs.
2nd row	02/09/2016 09:00 Hrs.
3rd row	07/12/2016 18:30 Hrs.
4th row	15/11/2016 16:30 Hrs.
5th row	21/09/2016 15:00 Hrs.

Value	Count	Frequency (%)
hrs	69613	33.3%
08:00	13835	6.6%
10:00	8170	3.9%
09:00	6357	3.0%
12:00	4536	2.2%
14:00	3518	1.7%
15:00	3119	1.5%
13:00	3043	1.5%
11:00	2776	1.3%
16:00	2401	1.1%
Other values (2008)	91617	43.8%

Most occurring characters

Value	Count	Frequency (%)
0	329823	22.6%
2	172272	11.8%
1	151010	10.3%
	139299	9.5%
/	139226	9.5%
s	69759	4.8%
:	69613	4.8%
r	69613	4.8%
.	69613	4.8%
H	69613	4.8%
Other values (13)	182689	12.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1462530	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	329823	22.6%
2	172272	11.8%
1	151010	10.3%
	139299	9.5%
/	139226	9.5%
s	69759	4.8%
:	69613	4.8%
r	69613	4.8%
.	69613	4.8%
H	69613	4.8%
Other values (13)	182689	12.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1462530	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	329823	22.6%
2	172272	11.8%
1	151010	10.3%
	139299	9.5%
/	139226	9.5%
s	69759	4.8%
:	69613	4.8%
r	69613	4.8%
.	69613	4.8%
H	69613	4.8%
Other values (13)	182689	12.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1462530	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	329823	22.6%
2	172272	11.8%
1	151010	10.3%
	139299	9.5%
/	139226	9.5%
s	69759	4.8%
:	69613	4.8%
r	69613	4.8%
.	69613	4.8%
H	69613	4.8%
Other values (13)	182689	12.5%

cro_fecha_inicio_consultas
Text

Distinct	31333
Distinct (%)	45.0%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

Length

Max length	21
Median length	21
Mean length	20.987429
Min length	9

Characters and Unicode

Total characters	1462530
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19336 ?
Unique (%)	27.7%

Sample

1st row	21/09/2016 18:02 Hrs.
2nd row	02/09/2016 10:00 Hrs.
3rd row	07/12/2016 19:00 Hrs.
4th row	15/11/2016 16:31 Hrs.
5th row	21/09/2016 15:01 Hrs.

Value	Count	Frequency (%)
hrs	69613	33.3%
10:00	9076	4.3%
08:00	8662	4.1%
09:00	8095	3.9%
11:00	4286	2.1%
12:00	2796	1.3%
08:30	1837	0.9%
08:01	1819	0.9%
13:00	1811	0.9%
15:00	1774	0.8%
Other values (2101)	99216	47.5%

Most occurring characters

Value	Count	Frequency (%)
0	317704	21.7%
2	170698	11.7%
1	161686	11.1%
	139299	9.5%
/	139226	9.5%
s	69759	4.8%
:	69613	4.8%
r	69613	4.8%
.	69613	4.8%
H	69613	4.8%
Other values (13)	185706	12.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1462530	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	317704	21.7%
2	170698	11.7%
1	161686	11.1%
	139299	9.5%
/	139226	9.5%
s	69759	4.8%
:	69613	4.8%
r	69613	4.8%
.	69613	4.8%
H	69613	4.8%
Other values (13)	185706	12.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1462530	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	317704	21.7%
2	170698	11.7%
1	161686	11.1%
	139299	9.5%
/	139226	9.5%
s	69759	4.8%
:	69613	4.8%
r	69613	4.8%
.	69613	4.8%
H	69613	4.8%
Other values (13)	185706	12.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1462530	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	317704	21.7%
2	170698	11.7%
1	161686	11.1%
	139299	9.5%
/	139226	9.5%
s	69759	4.8%
:	69613	4.8%
r	69613	4.8%
.	69613	4.8%
H	69613	4.8%
Other values (13)	185706	12.7%

cro_fecha_final_consultas
Text

Distinct	19810
Distinct (%)	28.4%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

Length

Max length	21
Median length	21
Mean length	20.987429
Min length	9

Characters and Unicode

Total characters	1462530
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7106 ?
Unique (%)	10.2%

Sample

1st row	06/10/2016 13:01 Hrs.
2nd row	07/09/2016 11:00 Hrs.
3rd row	19/12/2016 12:00 Hrs.
4th row	24/11/2016 16:31 Hrs.
5th row	21/10/2016 12:00 Hrs.

Value	Count	Frequency (%)
hrs	69613	33.3%
12:00	11635	5.6%
10:00	10560	5.1%
13:00	6186	3.0%
16:00	6012	2.9%
09:00	4407	2.1%
11:00	4370	2.1%
17:00	4140	2.0%
15:00	3592	1.7%
18:00	3590	1.7%
Other values (1867)	84880	40.6%

Most occurring characters

Value	Count	Frequency (%)
0	318315	21.8%
2	179841	12.3%
1	165212	11.3%
	139299	9.5%
/	139226	9.5%
s	69759	4.8%
:	69613	4.8%
r	69613	4.8%
.	69613	4.8%
H	69613	4.8%
Other values (13)	172426	11.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1462530	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	318315	21.8%
2	179841	12.3%
1	165212	11.3%
	139299	9.5%
/	139226	9.5%
s	69759	4.8%
:	69613	4.8%
r	69613	4.8%
.	69613	4.8%
H	69613	4.8%
Other values (13)	172426	11.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1462530	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	318315	21.8%
2	179841	12.3%
1	165212	11.3%
	139299	9.5%
/	139226	9.5%
s	69759	4.8%
:	69613	4.8%
r	69613	4.8%
.	69613	4.8%
H	69613	4.8%
Other values (13)	172426	11.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1462530	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	318315	21.8%
2	179841	12.3%
1	165212	11.3%
	139299	9.5%
/	139226	9.5%
s	69759	4.8%
:	69613	4.8%
r	69613	4.8%
.	69613	4.8%
H	69613	4.8%
Other values (13)	172426	11.8%

cro_cant_dias_publicar
Real number (ℝ)

Zeros

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.25358035

Minimum	0
Maximum	30
Zeros	60983
Zeros (%)	87.5%
Negative	0
Negative (%)	0.0%
Memory size	544.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	30
Range	30
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.72170485
Coefficient of variation (CV)	2.8460599
Kurtosis	104.73079
Mean	0.25358035
Median Absolute Deviation (MAD)	0
Skewness	5.495288
Sum	17671
Variance	0.52085788
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	60983	87.5%
2	8401	12.1%
1	211	0.3%
3	24	< 0.1%
5	22	< 0.1%
10	16	< 0.1%
8	9	< 0.1%
7	8	< 0.1%
6	2	< 0.1%
20	2	< 0.1%
Other values (8)	8	< 0.1%

Value	Count	Frequency (%)
0	60983	87.5%
1	211	0.3%
2	8401	12.1%
3	24	< 0.1%
4	1	< 0.1%
5	22	< 0.1%
6	2	< 0.1%
7	8	< 0.1%
8	9	< 0.1%
10	16	< 0.1%

Value	Count	Frequency (%)
30	1	< 0.1%
23	1	< 0.1%
22	1	< 0.1%
20	2	< 0.1%
17	1	< 0.1%
15	1	< 0.1%
13	1	< 0.1%
12	1	< 0.1%
10	16	< 0.1%
8	9	< 0.1%

cro_fecha_inicio_recepcion_documentos
Text

Distinct	13987
Distinct (%)	20.1%
Missing	0
Missing (%)	0.0%
Memory size	4.7 MiB

Length

Max length	21
Median length	9
Mean length	14.182217
Min length	9

Characters and Unicode

Total characters	988302
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8245 ?
Unique (%)	11.8%

Sample

1st row	27/09/2016 18:02 Hrs.
2nd row	02/09/2016 09:00 Hrs.
3rd row	12/12/2016 10:00 Hrs.
4th row	30/11/2016 16:30 Hrs.
5th row	26/09/2016 15:01 Hrs.

Value	Count	Frequency (%)
sin	39592	23.4%
datos	39592	23.4%
hrs	30094	17.8%
10:00	5724	3.4%
08:00	5569	3.3%
09:00	3753	2.2%
11:00	2574	1.5%
12:00	1735	1.0%
07:00	942	0.6%
08:30	744	0.4%
Other values (1893)	39147	23.1%

Most occurring characters

Value	Count	Frequency (%)
0	143624	14.5%
s	109278	11.1%
	99780	10.1%
2	72808	7.4%
1	67634	6.8%
/	60188	6.1%
i	39592	4.0%
t	39592	4.0%
a	39592	4.0%
d	39592	4.0%
Other values (13)	276622	28.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	988302	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	143624	14.5%
s	109278	11.1%
	99780	10.1%
2	72808	7.4%
1	67634	6.8%
/	60188	6.1%
i	39592	4.0%
t	39592	4.0%
a	39592	4.0%
d	39592	4.0%
Other values (13)	276622	28.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	988302	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	143624	14.5%
s	109278	11.1%
	99780	10.1%
2	72808	7.4%
1	67634	6.8%
/	60188	6.1%
i	39592	4.0%
t	39592	4.0%
a	39592	4.0%
d	39592	4.0%
Other values (13)	276622	28.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	988302	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	143624	14.5%
s	109278	11.1%
	99780	10.1%
2	72808	7.4%
1	67634	6.8%
/	60188	6.1%
i	39592	4.0%
t	39592	4.0%
a	39592	4.0%
d	39592	4.0%
Other values (13)	276622	28.0%

cro_fecha_fin_recepcion_documentos
Text

Distinct	13763
Distinct (%)	19.8%
Missing	0
Missing (%)	0.0%
Memory size	4.7 MiB

Length

Max length	21
Median length	9
Mean length	14.182217
Min length	9

Characters and Unicode

Total characters	988302
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7541 ?
Unique (%)	10.8%

Sample

1st row	13/10/2016 13:02 Hrs.
2nd row	13/09/2016 11:00 Hrs.
3rd row	19/12/2016 12:00 Hrs.
4th row	30/11/2016 16:30 Hrs.
5th row	27/10/2016 11:59 Hrs.

Value	Count	Frequency (%)
sin	39592	23.4%
datos	39592	23.4%
hrs	30094	17.8%
12:00	5482	3.2%
10:00	4924	2.9%
11:00	4252	2.5%
09:00	2882	1.7%
08:00	1645	1.0%
13:00	1519	0.9%
16:00	1012	0.6%
Other values (1696)	38472	22.7%

Most occurring characters

Value	Count	Frequency (%)
0	136427	13.8%
s	109278	11.1%
	99780	10.1%
2	76910	7.8%
1	73680	7.5%
/	60188	6.1%
i	39592	4.0%
t	39592	4.0%
a	39592	4.0%
d	39592	4.0%
Other values (13)	273671	27.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	988302	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	136427	13.8%
s	109278	11.1%
	99780	10.1%
2	76910	7.8%
1	73680	7.5%
/	60188	6.1%
i	39592	4.0%
t	39592	4.0%
a	39592	4.0%
d	39592	4.0%
Other values (13)	273671	27.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	988302	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	136427	13.8%
s	109278	11.1%
	99780	10.1%
2	76910	7.8%
1	73680	7.5%
/	60188	6.1%
i	39592	4.0%
t	39592	4.0%
a	39592	4.0%
d	39592	4.0%
Other values (13)	273671	27.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	988302	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	136427	13.8%
s	109278	11.1%
	99780	10.1%
2	76910	7.8%
1	73680	7.5%
/	60188	6.1%
i	39592	4.0%
t	39592	4.0%
a	39592	4.0%
d	39592	4.0%
Other values (13)	273671	27.7%

cro_fecha_acto_apertura
Text

Distinct	15392
Distinct (%)	22.1%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

Length

Max length	21
Median length	21
Mean length	20.987429
Min length	9

Characters and Unicode

Total characters	1462530
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5610 ?
Unique (%)	8.1%

Sample

1st row	13/10/2016 13:02 Hrs.
2nd row	13/09/2016 11:00 Hrs.
3rd row	19/12/2016 12:30 Hrs.
4th row	30/11/2016 16:31 Hrs.
5th row	27/10/2016 12:00 Hrs.

Value	Count	Frequency (%)
hrs	69613	33.3%
10:00	18670	8.9%
12:00	11014	5.3%
11:00	10436	5.0%
09:00	8586	4.1%
08:00	3906	1.9%
13:00	3804	1.8%
15:00	2637	1.3%
16:00	1855	0.9%
14:00	1582	0.8%
Other values (1668)	76882	36.8%

Most occurring characters

Value	Count	Frequency (%)
0	335254	22.9%
2	176177	12.0%
1	170475	11.7%
	139299	9.5%
/	139226	9.5%
s	69759	4.8%
:	69613	4.8%
.	69613	4.8%
r	69613	4.8%
H	69613	4.8%
Other values (13)	153888	10.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1462530	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	335254	22.9%
2	176177	12.0%
1	170475	11.7%
	139299	9.5%
/	139226	9.5%
s	69759	4.8%
:	69613	4.8%
.	69613	4.8%
r	69613	4.8%
H	69613	4.8%
Other values (13)	153888	10.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1462530	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	335254	22.9%
2	176177	12.0%
1	170475	11.7%
	139299	9.5%
/	139226	9.5%
s	69759	4.8%
:	69613	4.8%
.	69613	4.8%
r	69613	4.8%
H	69613	4.8%
Other values (13)	153888	10.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1462530	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	335254	22.9%
2	176177	12.0%
1	170475	11.7%
	139299	9.5%
/	139226	9.5%
s	69759	4.8%
:	69613	4.8%
.	69613	4.8%
r	69613	4.8%
H	69613	4.8%
Other values (13)	153888	10.5%

inicio_contrato
Text

Distinct	230
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	10.3 MiB

Length

Max length	88
Median length	56
Mean length	62.564934
Min length	9

Characters and Unicode

Total characters	4359900
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	83 ?
Unique (%)	0.1%

Sample

1st row	A partir del perfeccionamiento del documento contractual
2nd row	Dentro de los 20 Días corridos del perfeccionamiento del documento contractual
3rd row	A partir del perfeccionamiento del documento contractual
4th row	A partir del perfeccionamiento del documento contractual
5th row	A partir del perfeccionamiento del documento contractual

Value	Count	Frequency (%)
del	140364	24.2%
perfeccionamiento	69668	12.0%
contractual	69668	12.0%
documento	69668	12.0%
a	54447	9.4%
partir	45130	7.8%
los	24538	4.2%
días	24538	4.2%
de	15221	2.6%
dentro	15221	2.6%
Other values (110)	51168	8.8%

Most occurring characters

Value	Count	Frequency (%)
	509945	11.7%
e	467468	10.7%
o	407381	9.3%
c	357972	8.2%
t	340069	7.8%
n	294939	6.8%
a	278690	6.4%
r	264081	6.1%
l	249476	5.7%
d	234903	5.4%
Other values (23)	954976	21.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4359900	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	509945	11.7%
e	467468	10.7%
o	407381	9.3%
c	357972	8.2%
t	340069	7.8%
n	294939	6.8%
a	278690	6.4%
r	264081	6.1%
l	249476	5.7%
d	234903	5.4%
Other values (23)	954976	21.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4359900	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	509945	11.7%
e	467468	10.7%
o	407381	9.3%
c	357972	8.2%
t	340069	7.8%
n	294939	6.8%
a	278690	6.4%
r	264081	6.1%
l	249476	5.7%
d	234903	5.4%
Other values (23)	954976	21.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4359900	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	509945	11.7%
e	467468	10.7%
o	407381	9.3%
c	357972	8.2%
t	340069	7.8%
n	294939	6.8%
a	278690	6.4%
r	264081	6.1%
l	249476	5.7%
d	234903	5.4%
Other values (23)	954976	21.9%

duracion_contrato
Text

Distinct	328
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.2 MiB

Length

Max length	17
Median length	16
Mean length	12.019172
Min length	5

Characters and Unicode

Total characters	837568
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	94 ?
Unique (%)	0.1%

Sample

1st row	5 Días hábiles
2nd row	30 Días corridos
3rd row	12 Meses
4th row	12 Meses
5th row	120 Días corridos

Value	Count	Frequency (%)
días	38418	21.6%
meses	29590	16.6%
corridos	19659	11.0%
hábiles	18759	10.5%
12	18310	10.3%
15	9256	5.2%
30	7963	4.5%
6	4404	2.5%
10	4089	2.3%
60	3661	2.1%
Other values (195)	24049	13.5%

Most occurring characters

Value	Count	Frequency (%)
s	137429	16.4%
	108472	13.0%
e	78331	9.4%
o	40512	4.8%
r	39594	4.7%
a	39196	4.7%
i	39196	4.7%
í	38786	4.6%
D	38786	4.6%
1	35762	4.3%
Other values (20)	241504	28.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	837568	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	137429	16.4%
	108472	13.0%
e	78331	9.4%
o	40512	4.8%
r	39594	4.7%
a	39196	4.7%
i	39196	4.7%
í	38786	4.6%
D	38786	4.6%
1	35762	4.3%
Other values (20)	241504	28.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	837568	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	137429	16.4%
	108472	13.0%
e	78331	9.4%
o	40512	4.8%
r	39594	4.7%
a	39196	4.7%
i	39196	4.7%
í	38786	4.6%
D	38786	4.6%
1	35762	4.3%
Other values (20)	241504	28.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	837568	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	137429	16.4%
	108472	13.0%
e	78331	9.4%
o	40512	4.8%
r	39594	4.7%
a	39196	4.7%
i	39196	4.7%
í	38786	4.6%
D	38786	4.6%
1	35762	4.3%
Other values (20)	241504	28.8%

proveedores_participantes
Real number (ℝ)

High correlation Zeros

Distinct	63
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.9332578

Minimum	0
Maximum	319
Zeros	3353
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	544.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	3
Q3	7
95-th percentile	15
Maximum	319
Range	319
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.2377891
Coefficient of variation (CV)	1.0617303
Kurtosis	200.34176
Mean	4.9332578
Median Absolute Deviation (MAD)	2
Skewness	5.456081
Sum	343779
Variance	27.434435
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	17559	25.2%
2	8052	11.6%
3	6995	10.0%
4	5894	8.5%
5	4993	7.2%
6	4245	6.1%
7	3391	4.9%
0	3353	4.8%
8	2845	4.1%
9	2308	3.3%
Other values (53)	10051	14.4%

Value	Count	Frequency (%)
0	3353	4.8%
1	17559	25.2%
2	8052	11.6%
3	6995	10.0%
4	5894	8.5%
5	4993	7.2%
6	4245	6.1%
7	3391	4.9%
8	2845	4.1%
9	2308	3.3%

Value	Count	Frequency (%)
319	1	< 0.1%
139	1	< 0.1%
99	1	< 0.1%
74	1	< 0.1%
65	2	< 0.1%
64	1	< 0.1%
60	1	< 0.1%
56	1	< 0.1%
55	1	< 0.1%
54	1	< 0.1%

ofertas_confirmadas
Real number (ℝ)

High correlation Zeros

Distinct	44
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3316735

Minimum	0
Maximum	105
Zeros	6210
Zeros (%)	8.9%
Negative	0
Negative (%)	0.0%
Memory size	544.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	5
95-th percentile	10
Maximum	105
Range	105
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.5503553
Coefficient of variation (CV)	1.0656372
Kurtosis	21.291565
Mean	3.3316735
Median Absolute Deviation (MAD)	1
Skewness	2.7741991
Sum	232171
Variance	12.605023
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
1	22248	31.9%
2	10032	14.4%
3	7694	11.0%
0	6210	8.9%
4	5764	8.3%
5	4434	6.4%
6	3336	4.8%
7	2540	3.6%
8	1833	2.6%
9	1312	1.9%
Other values (34)	4283	6.1%

Value	Count	Frequency (%)
0	6210	8.9%
1	22248	31.9%
2	10032	14.4%
3	7694	11.0%
4	5764	8.3%
5	4434	6.4%
6	3336	4.8%
7	2540	3.6%
8	1833	2.6%
9	1312	1.9%

Value	Count	Frequency (%)
105	1	< 0.1%
78	1	< 0.1%
53	1	< 0.1%
45	1	< 0.1%
42	3	< 0.1%
38	3	< 0.1%
37	1	< 0.1%
36	3	< 0.1%
35	4	< 0.1%
34	3	< 0.1%

año_publicacion
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

año_apertura
Real number (ℝ)

High correlation

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2020.0042

Minimum	2016
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	544.5 KiB

Quantile statistics

Minimum	2016
5-th percentile	2017
Q1	2019
median	2020
Q3	2021
95-th percentile	2022
Maximum	2022
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.5233129
Coefficient of variation (CV)	0.00075411372
Kurtosis	-0.92361892
Mean	2020.0042
Median Absolute Deviation (MAD)	1
Skewness	-0.3188608
Sum	1.4076601 × 10⁸
Variance	2.3204821
Monotonicity	Increasing

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
2021	16171	23.2%
2022	14210	20.4%
2019	13381	19.2%
2020	12628	18.1%
2018	9212	13.2%
2017	3840	5.5%
2016	244	0.4%

Value	Count	Frequency (%)
2016	244	0.4%
2017	3840	5.5%
2018	9212	13.2%
2019	13381	19.2%
2020	12628	18.1%
2021	16171	23.2%
2022	14210	20.4%

Value	Count	Frequency (%)
2022	14210	20.4%
2021	16171	23.2%
2020	12628	18.1%
2019	13381	19.2%
2018	9212	13.2%
2017	3840	5.5%
2016	244	0.4%

periodo_apertura
Real number (ℝ)

High correlation

Distinct	77
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	202007.57

Minimum	201608
Maximum	202212
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	544.5 KiB

Quantile statistics

Minimum	201608
5-th percentile	201711
Q1	201905
median	202009
Q3	202110
95-th percentile	202209
Maximum	202212
Range	604
Interquartile range (IQR)	205

Descriptive statistics

Standard deviation	151.89097
Coefficient of variation (CV)	0.00075190731
Kurtosis	-0.93025316
Mean	202007.57
Median Absolute Deviation (MAD)	102
Skewness	-0.31734642
Sum	1.40771 × 10¹⁰
Variance	23070.867
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202006	1896	2.7%
202107	1693	2.4%
202111	1679	2.4%
202108	1627	2.3%
202205	1580	2.3%
202109	1543	2.2%
202208	1535	2.2%
201908	1528	2.2%
202105	1523	2.2%
201909	1516	2.2%
Other values (67)	53566	76.9%

Value	Count	Frequency (%)
201608	3	< 0.1%
201609	22	< 0.1%
201610	35	0.1%
201611	81	0.1%
201612	103	0.1%
201701	74	0.1%
201702	102	0.1%
201703	159	0.2%
201704	137	0.2%
201705	238	0.3%

Value	Count	Frequency (%)
202212	577	0.8%
202211	1353	1.9%
202210	956	1.4%
202209	1326	1.9%
202208	1535	2.2%
202207	1228	1.8%
202206	1373	2.0%
202205	1580	2.3%
202204	1256	1.8%
202203	1105	1.6%

periodo_publicacion
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

periodo_inicio_consultas
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

periodo_final_consultas
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

periodo_inicio_recepcion_documentos
Text

Distinct	78
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.3 MiB

Length

Max length	9
Median length	9
Mean length	7.7044457
Min length	6

Characters and Unicode

Total characters	536892
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	201609
2nd row	201609
3rd row	201612
4th row	201611
5th row	201609

Value	Count	Frequency (%)
sin	39592	36.2%
datos	39592	36.2%
202107	714	0.7%
202204	680	0.6%
202208	668	0.6%
201905	652	0.6%
201908	642	0.6%
202111	638	0.6%
202205	613	0.6%
202106	599	0.5%
Other values (69)	24888	22.8%

Most occurring characters

Value	Count	Frequency (%)
s	79184	14.7%
0	60404	11.3%
2	56983	10.6%
i	39592	7.4%
n	39592	7.4%
	39592	7.4%
a	39592	7.4%
d	39592	7.4%
o	39592	7.4%
t	39592	7.4%
Other values (8)	63177	11.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	536892	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	79184	14.7%
0	60404	11.3%
2	56983	10.6%
i	39592	7.4%
n	39592	7.4%
	39592	7.4%
a	39592	7.4%
d	39592	7.4%
o	39592	7.4%
t	39592	7.4%
Other values (8)	63177	11.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	536892	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	79184	14.7%
0	60404	11.3%
2	56983	10.6%
i	39592	7.4%
n	39592	7.4%
	39592	7.4%
a	39592	7.4%
d	39592	7.4%
o	39592	7.4%
t	39592	7.4%
Other values (8)	63177	11.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	536892	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	79184	14.7%
0	60404	11.3%
2	56983	10.6%
i	39592	7.4%
n	39592	7.4%
	39592	7.4%
a	39592	7.4%
d	39592	7.4%
o	39592	7.4%
t	39592	7.4%
Other values (8)	63177	11.8%

periodo_fin_recepcion_documentos
Text

Distinct	78
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.3 MiB

Length

Max length	9
Median length	9
Mean length	7.7044457
Min length	6

Characters and Unicode

Total characters	536892
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	201610
2nd row	201609
3rd row	201612
4th row	201611
5th row	201610

Value	Count	Frequency (%)
sin	39592	36.2%
datos	39592	36.2%
202205	704	0.6%
201905	695	0.6%
202107	686	0.6%
202208	658	0.6%
201908	638	0.6%
202007	633	0.6%
202111	620	0.6%
202109	609	0.6%
Other values (69)	24851	22.7%

Most occurring characters

Value	Count	Frequency (%)
s	79184	14.7%
0	59964	11.2%
2	57535	10.7%
i	39592	7.4%
n	39592	7.4%
	39592	7.4%
a	39592	7.4%
d	39592	7.4%
o	39592	7.4%
t	39592	7.4%
Other values (8)	63065	11.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	536892	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	79184	14.7%
0	59964	11.2%
2	57535	10.7%
i	39592	7.4%
n	39592	7.4%
	39592	7.4%
a	39592	7.4%
d	39592	7.4%
o	39592	7.4%
t	39592	7.4%
Other values (8)	63065	11.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	536892	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	79184	14.7%
0	59964	11.2%
2	57535	10.7%
i	39592	7.4%
n	39592	7.4%
	39592	7.4%
a	39592	7.4%
d	39592	7.4%
o	39592	7.4%
t	39592	7.4%
Other values (8)	63065	11.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	536892	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	79184	14.7%
0	59964	11.2%
2	57535	10.7%
i	39592	7.4%
n	39592	7.4%
	39592	7.4%
a	39592	7.4%
d	39592	7.4%
o	39592	7.4%
t	39592	7.4%
Other values (8)	63065	11.7%

periodo_acto_apertura
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Interactions

Correlations

	Unnamed: 0.1	acepta_prorroga	apartado	año_apertura	cotizacion	cro_cant_dias_publicar	encuadre_legal	estado	etapa	etapa_acto_apertura	etapa_autorizacion_llamado	etapa_autorizacion_pliego	etapa_lic	financiamiento_externo	genera_recursos	modalidad	moneda	ofertas_confirmadas	periodo_apertura	proveedores_participantes	requiere_pago	tipo_doc_compra	tipo_proceso
Unnamed: 0.1	1.000	0.036	0.087	0.232	0.071	0.022	0.101	0.343	0.007	0.203	0.197	0.199	0.007	0.068	0.036	0.042	0.029	0.175	0.247	0.100	0.051	0.031	0.096
acepta_prorroga	0.036	1.000	0.183	0.045	0.053	0.000	0.127	0.014	0.011	0.046	0.083	0.082	0.011	0.000	0.024	0.114	0.049	0.067	0.045	0.017	0.022	0.078	0.075
apartado	0.087	0.183	1.000	0.107	0.094	0.000	0.344	0.124	0.012	0.977	0.958	0.956	0.012	0.052	0.085	0.047	0.051	0.055	0.100	0.025	0.036	0.175	0.408
año_apertura	0.232	0.045	0.107	1.000	0.063	0.042	0.119	0.049	0.015	0.147	0.115	0.116	0.015	0.057	0.019	0.061	0.029	0.033	0.982	-0.021	0.025	0.033	0.083
cotizacion	0.071	0.053	0.094	0.063	1.000	0.012	0.078	0.000	0.008	0.002	0.023	0.023	0.008	0.019	0.039	0.052	0.013	0.032	0.064	0.000	0.015	0.048	0.063
cro_cant_dias_publicar	0.022	0.000	0.000	0.042	0.012	1.000	0.035	0.000	0.000	0.031	0.022	0.022	0.000	0.000	0.000	0.014	0.000	0.131	0.046	0.211	0.000	0.000	0.037
encuadre_legal	0.101	0.127	0.344	0.119	0.078	0.035	1.000	0.077	0.055	0.953	0.726	0.728	0.055	1.000	0.794	0.391	0.065	0.052	0.110	0.050	0.051	0.555	0.808
estado	0.343	0.014	0.124	0.049	0.000	0.000	0.077	1.000	0.008	0.066	0.105	0.105	0.008	0.005	0.044	0.029	0.032	0.054	0.049	0.010	0.000	0.045	0.064
etapa	0.007	0.011	0.012	0.015	0.008	0.000	0.055	0.008	1.000	0.027	0.021	0.021	1.000	0.000	0.000	0.009	0.000	0.000	0.015	0.000	0.000	0.000	0.122
etapa_acto_apertura	0.203	0.046	0.977	0.147	0.002	0.031	0.953	0.066	0.027	1.000	0.750	0.750	0.027	0.054	0.085	0.147	0.054	0.079	0.147	0.035	0.039	0.081	0.975
etapa_autorizacion_llamado	0.197	0.083	0.958	0.115	0.023	0.022	0.726	0.105	0.021	0.750	1.000	0.990	0.021	0.040	0.067	0.081	0.065	0.035	0.115	0.030	0.029	0.101	0.737
etapa_autorizacion_pliego	0.199	0.082	0.956	0.116	0.023	0.022	0.728	0.105	0.021	0.750	0.990	1.000	0.021	0.041	0.067	0.081	0.063	0.036	0.115	0.030	0.029	0.100	0.738
etapa_lic	0.007	0.011	0.012	0.015	0.008	0.000	0.055	0.008	1.000	0.027	0.021	0.021	1.000	0.000	0.000	0.009	0.000	0.000	0.015	0.000	0.000	0.000	0.122
financiamiento_externo	0.068	0.000	0.052	0.057	0.019	0.000	1.000	0.005	0.000	0.054	0.040	0.041	0.000	1.000	0.000	0.918	0.054	0.000	0.057	0.003	0.000	0.009	0.405
genera_recursos	0.036	0.024	0.085	0.019	0.039	0.000	0.794	0.044	0.000	0.085	0.067	0.067	0.000	0.000	1.000	0.066	0.059	0.069	0.018	0.073	0.000	0.846	0.791
modalidad	0.042	0.114	0.047	0.061	0.052	0.014	0.391	0.029	0.009	0.147	0.081	0.081	0.009	0.918	0.066	1.000	0.061	0.010	0.056	0.000	0.010	0.580	0.101
moneda	0.029	0.049	0.051	0.029	0.013	0.000	0.065	0.032	0.000	0.054	0.065	0.063	0.000	0.054	0.059	0.061	1.000	0.000	0.027	0.000	0.000	0.041	0.054
ofertas_confirmadas	0.175	0.067	0.055	0.033	0.032	0.131	0.052	0.054	0.000	0.079	0.035	0.036	0.000	0.000	0.069	0.010	0.000	1.000	0.024	0.903	0.000	0.053	0.053
periodo_apertura	0.247	0.045	0.100	0.982	0.064	0.046	0.110	0.049	0.015	0.147	0.115	0.115	0.015	0.057	0.018	0.056	0.027	0.024	1.000	-0.031	0.025	0.033	0.083
proveedores_participantes	0.100	0.017	0.025	-0.021	0.000	0.211	0.050	0.010	0.000	0.035	0.030	0.030	0.000	0.003	0.073	0.000	0.000	0.903	-0.031	1.000	0.000	0.051	0.049
requiere_pago	0.051	0.022	0.036	0.025	0.015	0.000	0.051	0.000	0.000	0.039	0.029	0.029	0.000	0.000	0.000	0.010	0.000	0.000	0.025	0.000	1.000	0.000	0.042
tipo_doc_compra	0.031	0.078	0.175	0.033	0.048	0.000	0.555	0.045	0.000	0.081	0.101	0.100	0.000	0.009	0.846	0.580	0.041	0.053	0.033	0.051	0.000	1.000	0.553
tipo_proceso	0.096	0.075	0.408	0.083	0.063	0.037	0.808	0.064	0.122	0.975	0.737	0.738	0.122	0.405	0.791	0.101	0.054	0.053	0.083	0.049	0.042	0.553	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	num_proceso	Expediente	nombre_proceso	tipo_proceso	fecha_apertura	estado	unidad_ejecutora	servicio_administrativo_financiero	Unnamed: 0.1	num_expediente	etapa	modalidad	moneda	encuadre_legal	cotizacion	tipo_doc_compra	lugar_recepcion	plazo_oferta	requiere_pago	apartado	etapa_lic	etapa_autorizacion_pliego	etapa_autorizacion_llamado	etapa_acto_apertura	genera_recursos	financiamiento_externo	acepta_prorroga	cro_fecha_publicacion	cro_fecha_inicio_consultas	cro_fecha_final_consultas	cro_cant_dias_publicar	cro_fecha_inicio_recepcion_documentos	cro_fecha_fin_recepcion_documentos	cro_fecha_acto_apertura	inicio_contrato	duracion_contrato	proveedores_participantes	ofertas_confirmadas	año_publicacion	año_apertura	periodo_apertura	periodo_publicacion	periodo_inicio_consultas	periodo_final_consultas	periodo_inicio_recepcion_documentos	periodo_fin_recepcion_documentos	periodo_acto_apertura
0	23-0009-LPR16	EX-2016-00697885- -APN-DPYS#SGP	Adquisición de elementos de electricidad	Licitación Privada	13/10/2016 13:02 Hrs.	Adjudicado	23/000 - Dirección General de Administración - SG	301 - Secretaria General de la Presidencia de la Nación	0.0	EX-2016-00697885- -APN-DPYS#SGP	Única	Sin modalidad	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25	No admite cotización parcial por renglón	Orden de compra	25 de Mayo 658, 4° piso.	60 Días corridos Acto de apertura	No	sin datos	Única	sin datos	sin datos	sin datos	No	No	No	21/09/2016 18:01 Hrs.	21/09/2016 18:02 Hrs.	06/10/2016 13:01 Hrs.	2.0	27/09/2016 18:02 Hrs.	13/10/2016 13:02 Hrs.	13/10/2016 13:02 Hrs.	A partir del perfeccionamiento del documento contractual	5 Días hábiles	9.0	5.0	2016	2016	201610	201609	201609	201610	201609	201610	201610
1	23-0010-LPR16	EX-2016-01031683- -APN-DPYS#SGP	Adquisición de elementos de plomería y cerrajería.	Licitación Privada	13/09/2016 11:00 Hrs.	Desierto	23/000 - Dirección General de Administración - SG	301 - Secretaria General de la Presidencia de la Nación	1.0	EX-2016-01031683- -APN-DPYS#SGP	Única	Sin modalidad	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25	Se admite cotización parcial por renglón	Orden de compra	25 de Mayo 658, 4° piso.	60 Días corridos Acto de apertura	No	sin datos	Única	sin datos	sin datos	sin datos	No	No	No	02/09/2016 09:00 Hrs.	02/09/2016 10:00 Hrs.	07/09/2016 11:00 Hrs.	1.0	02/09/2016 09:00 Hrs.	13/09/2016 11:00 Hrs.	13/09/2016 11:00 Hrs.	Dentro de los 20 Días corridos del perfeccionamiento del documento contractual	30 Días corridos	2.0	0.0	2016	2016	201609	201609	201609	201609	201609	201609	201609
2	23-0011-LPR16	EX-2016-01358346- -APN-DDMYA#SGP	ADQUISICIÓN INSUMOS PARA BAÑOS	Licitación Privada	19/12/2016 12:30 Hrs.	Adjudicado	23/000 - Dirección General de Administración - SG	301 - Secretaria General de la Presidencia de la Nación	2.0	EX-2016-01358346- -APN-DDMYA#SGP	Única	Orden de compra abierta	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25	No admite cotización parcial por renglón	Orden de compra	25 de Mayo 658, 4° piso.	60 Días corridos Acto de apertura	No	sin datos	Única	sin datos	sin datos	sin datos	No	No	No	07/12/2016 18:30 Hrs.	07/12/2016 19:00 Hrs.	19/12/2016 12:00 Hrs.	0.0	12/12/2016 10:00 Hrs.	19/12/2016 12:00 Hrs.	19/12/2016 12:30 Hrs.	A partir del perfeccionamiento del documento contractual	12 Meses	8.0	3.0	2016	2016	201612	201612	201612	201612	201612	201612	201612
3	23-0012-LPR16	EX-2016-01392005- -APN-DDMYA#SGP	Servicio anual de mantenimiento, y controles mensuales de Extintores, y adquisición	Licitación Privada	30/11/2016 16:31 Hrs.	Adjudicado	23/000 - Dirección General de Administración - SG	301 - Secretaria General de la Presidencia de la Nación	3.0	EX-2016-01392005- -APN-DDMYA#SGP	Única	Sin modalidad	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25	No admite cotización parcial por renglón	Orden de compra	25 de Mayo 658, 4° piso.	60 Días corridos Perfeccionamiento del documento contractual	No	sin datos	Única	sin datos	sin datos	sin datos	No	No	No	15/11/2016 16:30 Hrs.	15/11/2016 16:31 Hrs.	24/11/2016 16:31 Hrs.	2.0	30/11/2016 16:30 Hrs.	30/11/2016 16:30 Hrs.	30/11/2016 16:31 Hrs.	A partir del perfeccionamiento del documento contractual	12 Meses	6.0	5.0	2016	2016	201611	201611	201611	201611	201611	201611	201611
4	23-0014-LPU16	EX-2016-00474707- -APN-DPYS#SGP	Adquisición de indumentaria.	Licitación Pública	27/10/2016 12:00 Hrs.	Adjudicado	23/000 - Dirección General de Administración - SG	301 - Secretaria General de la Presidencia de la Nación	4.0	EX-2016-00474707- -APN-DPYS#SGP	Única	Sin modalidad	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25	Se admite cotización parcial por renglón	Orden de compra	25 de Mayo 658, 4° piso.	60 Días corridos Acto de apertura	No	sin datos	Única	sin datos	sin datos	sin datos	No	No	No	21/09/2016 15:00 Hrs.	21/09/2016 15:01 Hrs.	21/10/2016 12:00 Hrs.	2.0	26/09/2016 15:01 Hrs.	27/10/2016 11:59 Hrs.	27/10/2016 12:00 Hrs.	A partir del perfeccionamiento del documento contractual	120 Días corridos	7.0	6.0	2016	2016	201610	201609	201609	201610	201609	201610	201610
5	23-0015-LPU16	EX-2016-00549712- -APN-DPYS#SGP	Servicio de transporte aéreo para el Sr. Presidente y Comitiva	Licitación Pública	09/09/2016 12:01 Hrs.	Dejado Sin Efecto	23/000 - Dirección General de Administración - SG	301 - Secretaria General de la Presidencia de la Nación	5.0	EX-2016-00549712- -APN-DPYS#SGP	Única	Orden de compra abierta	Dolar Estadounidense	Decreto Delegado N° 1023/2001 Art. 25	No admite cotización parcial por renglón	Orden de compra	25 de Mayo 658, 4° piso.	60 Días corridos Acto de apertura	No	sin datos	Única	sin datos	sin datos	sin datos	No	No	No	09/08/2016 10:00 Hrs.	09/08/2016 10:01 Hrs.	06/09/2016 12:01 Hrs.	2.0	09/08/2016 10:00 Hrs.	09/09/2016 12:01 Hrs.	09/09/2016 12:01 Hrs.	A partir del perfeccionamiento del documento contractual	12 Meses	3.0	1.0	2016	2016	201609	201608	201608	201609	201608	201609	201609
6	23-0017-LPU16	EX-2016-00563975- -APN-DPYS#SGP	Servicio de mantenimiento integral, correctivo y preventivo de espacios verdes para la RPO.	Licitación Pública	14/11/2016 11:00 Hrs.	Adjudicado	23/000 - Dirección General de Administración - SG	301 - Secretaria General de la Presidencia de la Nación	6.0	EX-2016-00563975- -APN-DPYS#SGP	Única	Orden de compra abierta	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25	No admite cotización parcial por renglón	Orden de compra	25 de Mayo 658, 4° piso.	60 Días hábiles Acto de apertura	No	sin datos	Única	sin datos	sin datos	sin datos	No	No	No	05/09/2016 13:00 Hrs.	05/09/2016 13:30 Hrs.	08/11/2016 10:00 Hrs.	2.0	19/10/2016 14:00 Hrs.	14/11/2016 11:00 Hrs.	14/11/2016 11:00 Hrs.	A partir del perfeccionamiento del documento contractual	12 Meses	13.0	8.0	2016	2016	201611	201609	201609	201611	201610	201611	201611
7	23-0018-LPU16	EX-2016-00669730- -APN-DPYS#SGP	Servicio de Limpieza Integral destinado a distintos edificios dependientes de la SECRETARIA GENERAL.	Licitación Pública	07/11/2016 12:00 Hrs.	Dejado Sin Efecto	23/000 - Dirección General de Administración - SG	301 - Secretaria General de la Presidencia de la Nación	7.0	EX-2016-00669730- -APN-DPYS#SGP	Única	Sin modalidad	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25	No admite cotización parcial por renglón	Orden de compra	25 de Mayo 658, 4° piso.	60 Días corridos Acto de apertura	No	sin datos	Única	sin datos	sin datos	sin datos	No	No	Sí	04/10/2016 13:00 Hrs.	06/10/2016 13:00 Hrs.	01/11/2016 12:00 Hrs.	2.0	06/10/2016 09:00 Hrs.	07/11/2016 12:00 Hrs.	07/11/2016 12:00 Hrs.	A partir del perfeccionamiento del documento contractual	12 Meses	11.0	6.0	2016	2016	201611	201610	201610	201611	201610	201611	201611
8	23-0019-LPU16	EX-2016-00670612- -APN-DPYS#SGP	Servicio de mantenimiento de Aires Acondicionados y otros equipos para dependencias de la SEC. GRAL.	Licitación Pública	13/10/2016 11:05 Hrs.	Adjudicado	23/000 - Dirección General de Administración - SG	301 - Secretaria General de la Presidencia de la Nación	8.0	EX-2016-00670612- -APN-DPYS#SGP	Única	Sin modalidad	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25	No admite cotización parcial por renglón	Orden de compra	25 de Mayo 658, 4° piso.	60 Días corridos Acto de apertura	No	sin datos	Única	sin datos	sin datos	sin datos	No	No	No	02/09/2016 08:00 Hrs.	02/09/2016 08:01 Hrs.	07/10/2016 17:00 Hrs.	2.0	14/09/2016 08:01 Hrs.	13/10/2016 11:05 Hrs.	13/10/2016 11:05 Hrs.	A partir del perfeccionamiento del documento contractual	12 Meses	8.0	4.0	2016	2016	201610	201609	201609	201610	201609	201610	201610
9	23-0020-LPU16	EX-2016-00801371- -APN-DPYS#SGP	Provisión e Instalación de un Sistema de Iluminación Exterior del Edificio de Casa de Gobierno	Licitación Pública	21/10/2016 11:05 Hrs.	Adjudicado	23/000 - Dirección General de Administración - SG	301 - Secretaria General de la Presidencia de la Nación	9.0	EX-2016-00801371- -APN-DPYS#SGP	Única	Sin modalidad	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25	No admite cotización parcial por renglón	Orden de compra	25 de Mayo 658, 4° piso.	60 Días corridos Acto de apertura	No	sin datos	Única	sin datos	sin datos	sin datos	No	No	No	19/09/2016 12:00 Hrs.	19/09/2016 12:05 Hrs.	18/10/2016 11:05 Hrs.	2.0	22/09/2016 12:00 Hrs.	21/10/2016 11:05 Hrs.	21/10/2016 11:05 Hrs.	A partir del perfeccionamiento del documento contractual	90 Días corridos	8.0	2.0	2016	2016	201610	201609	201609	201610	201609	201610	201610

	num_proceso	Expediente	nombre_proceso	tipo_proceso	fecha_apertura	estado	unidad_ejecutora	servicio_administrativo_financiero	Unnamed: 0.1	num_expediente	etapa	modalidad	moneda	encuadre_legal	cotizacion	tipo_doc_compra	lugar_recepcion	plazo_oferta	requiere_pago	apartado	etapa_lic	etapa_autorizacion_pliego	etapa_autorizacion_llamado	etapa_acto_apertura	genera_recursos	financiamiento_externo	acepta_prorroga	cro_fecha_publicacion	cro_fecha_inicio_consultas	cro_fecha_final_consultas	cro_fecha_inicio_recepcion_documentos	cro_fecha_fin_recepcion_documentos	cro_fecha_acto_apertura	inicio_contrato	duracion_contrato	año_publicacion	año_apertura	periodo_apertura	periodo_publicacion	periodo_inicio_consultas	periodo_final_consultas	periodo_inicio_recepcion_documentos	periodo_fin_recepcion_documentos	periodo_acto_apertura
69676	95-0021-CDI22	EX-2022-33725983- -APN-DCYC#MDS	CONTRATACIÓN DIRECTA CON UNA UNIVERSIDAD NACIONAL PARA EL RELEVAMIENTO DE POLITICAS DEL MINIST.	Contratación Directa	20/04/2022 10:00 Hrs.	Desierto	95/000 - Dirección General de Administración - MDS	311 - Ministerio de Desarrollo Social	20.0	EX-2022-33725983- -APN-DCYC#MDS	Única	Sin modalidad	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art.14	No admite cotización parcial por renglón	Orden de compra	sin datos	90 Días corridos Acto de apertura	No	Apartado 9: Adjudicación Simple con Universidades Nacionales	Única	sin datos	sin datos	Acto de apertura	No	No	No	12/04/2022 15:00 Hrs.	12/04/2022 15:01 Hrs.	18/04/2022 10:00 Hrs.	sin datos	sin datos	20/04/2022 10:00 Hrs.	Dentro de los 45 Días corridos del perfeccionamiento del documento contractual	12 Meses	2022	2022	202204	202204	202204	202204	sin datos	sin datos	202204
69677	95-0038-CDI22	EX-2022-67241200- -APN-DCYC#MDS	servicio de provisión de combustibles y lubricantes	Contratación Directa	17/08/2022 08:00 Hrs.	Desierto	95/000 - Dirección General de Administración - MDS	311 - Ministerio de Desarrollo Social	35.0	EX-2022-67241200- -APN-DCYC#MDS	Única	Orden de compra abierta	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art. 25 Decreto N°1030/2016 Art.14	Se admite cotización parcial por renglón	Orden de compra	sin datos	60 Días corridos Acto de apertura	No	Apartado 8: Adjudicación Simple Interadministrativa	Única	sin datos	sin datos	Acto de apertura	No	No	No	09/08/2022 20:00 Hrs.	09/08/2022 20:01 Hrs.	16/08/2022 08:00 Hrs.	sin datos	sin datos	17/08/2022 08:00 Hrs.	Dentro de los 5 Días corridos del perfeccionamiento del documento contractual	12 Meses	2022	2022	202208	202208	202208	202208	sin datos	sin datos	202208
69678	95-0049-CDI22	EX-2022-82329158- -APN-DCYC#MDS	CONTRATACIÓN DIRECTA CON UNA UNIVERSIDAD NACIONAL PARA REALIZAR UNA ACTUALIZACIÓN CARTOGRÁFICA	Contratación Directa	06/09/2022 10:00 Hrs.	Desierto	95/000 - Dirección General de Administración - MDS	311 - Ministerio de Desarrollo Social	45.0	EX-2022-82329158- -APN-DCYC#MDS	Única	Sin modalidad	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art.14	No admite cotización parcial por renglón	Orden de compra	sin datos	60 Días corridos Acto de apertura	No	Apartado 9: Adjudicación Simple con Universidades Nacionales	Única	sin datos	sin datos	Acto de apertura	No	No	No	26/08/2022 18:30 Hrs.	26/08/2022 18:31 Hrs.	31/08/2022 10:00 Hrs.	sin datos	sin datos	06/09/2022 10:00 Hrs.	Dentro de los 5 Días hábiles del perfeccionamiento del documento contractual	12 Meses	2022	2022	202209	202208	202208	202208	sin datos	sin datos	202209
69679	95-0065-CDI22	EX-2022-103379128- -APN-DCYC#MDS	servicio de provisión de combustibles y lubricantes	Contratación Directa	11/10/2022 09:00 Hrs.	Desierto	95/000 - Dirección General de Administración - MDS	311 - Ministerio de Desarrollo Social	31.0	EX-2022-103379128- -APN-DCYC#MDS	Única	Orden de compra abierta	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art. 25 Decreto N°1030/2016 Art.14	No admite cotización parcial por renglón	Orden de compra	sin datos	60 Días corridos Acto de apertura	No	Apartado 8: Adjudicación Simple Interadministrativa	Única	sin datos	sin datos	Acto de apertura	No	No	No	04/10/2022 11:00 Hrs.	04/10/2022 11:01 Hrs.	06/10/2022 09:00 Hrs.	sin datos	sin datos	11/10/2022 09:00 Hrs.	Dentro de los 5 Días corridos del perfeccionamiento del documento contractual	12 Meses	2022	2022	202210	202210	202210	202210	sin datos	sin datos	202210
69680	95-0069-CDI22	EX-2022-105655311- -APN-DCYC#MDS	CONTRATACIÓN DIRECTA CON UNA UNIVERSIDAD NAC. PARA LA REALIZACIÓN DE UNA DIPLOMATURA	Contratación Directa	31/10/2022 09:00 Hrs.	Desierto	95/000 - Dirección General de Administración - MDS	311 - Ministerio de Desarrollo Social	32.0	EX-2022-105655311- -APN-DCYC#MDS	Única	Sin modalidad	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art.14	No admite cotización parcial por renglón	Orden de compra	sin datos	60 Días corridos Acto de apertura	No	Apartado 9: Adjudicación Simple con Universidades Nacionales	Única	sin datos	sin datos	Acto de apertura	No	No	No	24/10/2022 19:40 Hrs.	24/10/2022 19:41 Hrs.	27/10/2022 09:00 Hrs.	sin datos	sin datos	31/10/2022 09:00 Hrs.	A partir del perfeccionamiento del documento contractual	10 Meses	2022	2022	202210	202210	202210	202210	sin datos	sin datos	202210
69681	95-0189-CDI21	EX-2021-124397120- -APN-DCYC#MDS	CONTRATACIÓN DIRECTA CON UNA UNIVERSIDAD NACIONAL PARA EL RELEVAMIENTO DE POLITICAS SOCIALES	Contratación Directa	18/01/2022 10:00 Hrs.	Desierto	95/000 - Dirección General de Administración - MDS	311 - Ministerio de Desarrollo Social	12.0	EX-2021-124397120- -APN-DCYC#MDS	Única	Sin modalidad	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art.14	No admite cotización parcial por renglón	Orden de compra	sin datos	90 Días corridos Acto de apertura	No	Apartado 9: Adjudicación Simple con Universidades Nacionales	Única	sin datos	sin datos	Acto de apertura	No	No	No	11/01/2022 20:00 Hrs.	11/01/2022 20:01 Hrs.	14/01/2022 10:00 Hrs.	sin datos	sin datos	18/01/2022 10:00 Hrs.	Dentro de los 10 Días corridos del perfeccionamiento del documento contractual	7 Meses	2022	2022	202201	202201	202201	202201	sin datos	sin datos	202201
69682	96-0054-CDI22	EX-2022-44338308- -APN-DC#HP	ADQUISICIÓN DE ÁCIDO 2,3 - DIMERCAPTOSUCCÍNICO PARA EL SERVICIO DE TOXICOLOGÍA.	Contratación Directa	21/06/2022 13:00 Hrs.	Desierto	96 - Dirección General de Administración	908 - Hospital Nacional Profesor Alejandro Posadas	33.0	EX-2022-44338308- -APN-DC#HP	Única	Sin modalidad	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art.14	Se admite cotización parcial por renglón	Orden de compra	PTE. ILLIA y MARCONI C.P. (1684) PALOMAR	60 Días corridos Acto de apertura	No	Apartado 1: Compulsa Abreviada Por Monto	Única	Autorización del pliego	Autorización de llamado	Acto de apertura	No	No	No	13/06/2022 08:00 Hrs.	13/06/2022 09:00 Hrs.	14/06/2022 13:00 Hrs.	sin datos	sin datos	21/06/2022 13:00 Hrs.	A partir del perfeccionamiento del documento contractual	6 Meses	2022	2022	202206	202206	202206	202206	sin datos	sin datos	202206
69683	96-0118-CDI22	EX-2022-121335498- -APN-DC#HP	CALIBRACIÓN DE EQUIPAMIENTO Y ELEMENTOS DE MEDICIÓN	Contratación Directa	23/11/2022 13:00 Hrs.	Desierto	96 - Dirección General de Administración	908 - Hospital Nacional Profesor Alejandro Posadas	42.0	EX-2022-121335498- -APN-DC#HP	Única	Sin modalidad	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art.14	Se admite cotización parcial por renglón	Orden de compra	PTE. ILLIA y MARCONI C.P. (1684) PALOMAR	60 Días corridos Acto de apertura	No	Apartado 1: Compulsa Abreviada Por Monto	Única	Autorización del pliego	Autorización de llamado	Acto de apertura	No	No	No	17/11/2022 08:00 Hrs.	17/11/2022 09:00 Hrs.	22/11/2022 13:00 Hrs.	sin datos	sin datos	23/11/2022 13:00 Hrs.	A partir del perfeccionamiento del documento contractual	10 Días hábiles	2022	2022	202211	202211	202211	202211	sin datos	sin datos	202211
69684	98-0012-CDI22	EX-2022-44810023- -APN-DA#FMLCAV	ADQUISICIÓN DE VACUNAS ANTIGRIPALES	Contratación Directa	16/05/2022 11:00 Hrs.	Desierto	98/00 - Dir. Compras	101 - Fundación Miguel Lillo	36.0	EX-2022-44810023- -APN-DA#FMLCAV	Única	Sin modalidad	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25	Se admite cotización parcial por renglón	Contrato	Miguel Lillo N° 251, S.M. de Tucumán, Tucumán	30 Días corridos Acto de apertura	No	Apartado 8: Adjudicación Simple Interadministrativa	Única	Autorización del pliego	Autorización de llamado	sin datos	No	No	No	16/05/2022 08:30 Hrs.	16/05/2022 09:00 Hrs.	16/05/2022 10:00 Hrs.	sin datos	sin datos	16/05/2022 11:00 Hrs.	A partir del perfeccionamiento del documento contractual	6 Meses	2022	2022	202205	202205	202205	202205	sin datos	sin datos	202205
69685	98-0027-CDI22	EX-2022-108159624- -APN-DA#FMLCAV	SERVICIO DE CAMBIO DE ALFOMBRA EN EL CENTRO CULTURAL.-	Contratación Directa	04/11/2022 11:00 Hrs.	Desierto	98/00 - Dir. Compras	101 - Fundación Miguel Lillo	43.0	EX-2022-108159624- -APN-DA#FMLCAV	Única	Sin modalidad	Peso Argentino	Decreto Delegado N° 1023/2001 Art. 25 Decreto N°1030/2016 Art.14	No admite cotización parcial por renglón	Orden de compra	Miguel Lillo N° 251, S.M. de Tucumán, Tucumán	30 Días corridos Acto de apertura	No	Apartado 1: Compulsa Abreviada Por Monto	Única	Autorización del pliego	Autorización de llamado	Acto de apertura	No	No	No	19/10/2022 13:00 Hrs.	19/10/2022 16:00 Hrs.	28/10/2022 09:00 Hrs.	sin datos	sin datos	04/11/2022 11:00 Hrs.	A partir del perfeccionamiento del documento contractual	30 Días hábiles	2022	2022	202211	202210	202210	202210	sin datos	sin datos	202211

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